{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1072,"total_is_capped":false,"direct_labels_cover":4,"predictions_cover":1072,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"7ff882233d6a","filters":{"topic":"Radiology practices and education"}},"results":[{"id":"W2796925382","doi":"10.1016/j.carj.2018.02.002","title":"Canadian Association of Radiologists White Paper on Artificial Intelligence in Radiology","year":2018,"lang":"en","type":"review","venue":"Canadian Association of Radiologists Journal","topic":"Radiology practices and education","field":"Medicine","cited_by":514,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta; McGill University Health Centre; University of Ottawa; Université de Sherbrooke; University of Toronto; St. Michael's Hospital; Centre Intégré de Santé et de Services Sociaux des Laurentides; Université de Montréal; Cegep regional de Lanaudiere; BC Children's Hospital; Centre Hospitalier de l’Université de Montréal; Université Laval; University of British Columbia; Centre intégré de santé et de services sociaux de Chaudière-Appalaches","funders":"Connaught Fund; University of Toronto","keywords":"White paper; Medicine; Terminology; Workflow; Artificial intelligence; Radiology; Deep learning; Computer science","authors":[{"name":"An Tang","is_ca":true},{"name":"Roger Tam","is_ca":true},{"name":"Alexandre Cadrin-Chênevert","is_ca":true},{"name":"Will Guest","is_ca":true},{"name":"Jaron Chong","is_ca":true},{"name":"Joseph Barfett","is_ca":true},{"name":"Leonid Chepelev","is_ca":true},{"name":"Robyn Cairns","is_ca":true},{"name":"J. Ross Mitchell","is_ca":false},{"name":"Mark Cicero","is_ca":true},{"name":"Manuel Gaudreau Poudrette","is_ca":true},{"name":"Jacob L. Jaremko","is_ca":true},{"name":"Caroline Reinhold","is_ca":true},{"name":"B. Gallix","is_ca":true},{"name":"Bruce Gray","is_ca":true},{"name":"Raym Geis","is_ca":false},{"name":"Timothy O’Connell","is_ca":false},{"name":"Paul Babyn","is_ca":false},{"name":"David Koff","is_ca":false},{"name":"D. Ferguson","is_ca":false},{"name":"Sheldon Derkatch","is_ca":false},{"name":"Alexander Bilbily","is_ca":false},{"name":"Wael Shabana","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05707129072478512,"gpt":0.3534148005554416,"spread":0.2963435098306565,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00530362,0.0009544429,0.001359051,0.007315098,0.001769102,0.003404201,0.002543128,0.003863894,0.01388199],"category_scores_gemma":[0.01932285,0.0005868624,0.001097449,0.00911114,0.002663184,0.003093354,0.001858413,0.005173554,0.006725983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01096457,"about_ca_system_score_gemma":0.05225232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1383439,"about_ca_topic_score_gemma":0.2184752,"domain_scores_codex":[0.9954454,0.0005293159,0.0005102775,0.0003902752,0.002826822,0.0002979638],"domain_scores_gemma":[0.979376,0.004428029,0.001136903,0.0005364483,0.01296497,0.001557653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002136967,0.00001292375,0.0001836199,0.00480167,0.000041062,0.0001151245,0.0001022841,0.0000929757,0.00008948254,0.006248243,0.7394638,0.2488275],"study_design_scores_gemma":[0.000004102848,0.000003563766,0.0002819069,0.003465413,0.00001974812,0.0002074263,0.00002532803,0.00001031077,0.00002631018,0.0005996746,0.9953478,0.000008425051],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006492371,0.9448805,0.0002521248,0.03132328,0.01024457,0.00004504143,0.0002036404,0.00003019259,0.01295559],"genre_scores_gemma":[0.001187074,0.976484,0.0007130063,0.009980187,0.003870772,0.00004287452,0.0002964385,0.00001936018,0.007406344],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8616561,"threshold_uncertainty_score":0.2750773,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2153928704","doi":"10.1503/cmaj.1031981","title":"Tips for learners of evidence-based medicine: 3. Measures of observer variability (kappa statistic)","year":2004,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Radiology practices and education","field":"Medicine","cited_by":485,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Notice; Kappa; Cohen's kappa; Interpretation (philosophy); Statistic; Medicine; Medical physics; Computer science; Statistics; Mathematics; Machine learning; Law","authors":[{"name":"Thomas McGinn","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1439840874599849,"gpt":0.357593389097819,"spread":0.213609301637834,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06911103,0.002147615,0.002599345,0.007858205,0.001361388,0.004224928,0.00422416,0.006547867,0.01321232],"category_scores_gemma":[0.3398944,0.00151999,0.002437414,0.00408838,0.003064774,0.007990448,0.003527419,0.00737075,0.01288168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001498399,"about_ca_system_score_gemma":0.003115841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001966541,"about_ca_topic_score_gemma":0.004750254,"domain_scores_codex":[0.8969103,0.05710827,0.01075749,0.001879983,0.03247993,0.0008640175],"domain_scores_gemma":[0.6978987,0.2158482,0.01582469,0.008976421,0.05681734,0.00463466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004750867,0.0003091365,0.009084477,0.00246652,0.0002397359,0.0002026213,0.001720987,0.000682206,0.0008752813,0.003350053,0.3806385,0.5999554],"study_design_scores_gemma":[0.002212266,0.004357342,0.1081877,0.0258241,0.001483054,0.01033526,0.01246152,0.02601036,0.01486433,0.2095208,0.5826478,0.002095552],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01404101,0.02104494,0.6443205,0.2456089,0.01170268,0.003428316,0.005910711,0.01773934,0.03620379],"genre_scores_gemma":[0.0535999,0.005417612,0.9072241,0.01507362,0.00460843,0.004358244,0.0009772282,0.002451413,0.006289525],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.06911103,"threshold_uncertainty_score":0.3654984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1969349779","doi":"10.1093/fs/kni143","title":"Hauntology, spectres and phantoms","year":2005,"lang":"en","type":"article","venue":"French Studies","topic":"Radiology practices and education","field":"Medicine","cited_by":349,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Queen's University; McGill University; University of Minnesota","keywords":"Art","authors":[{"name":"Colin Davis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05631560660490967,"gpt":0.4008608612346815,"spread":0.3445452546297718,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002773602,0.0005547593,0.0004386297,0.002140162,0.007479894,0.007711646,0.001135761,0.002743722,0.00384304],"category_scores_gemma":[0.006729584,0.0002978928,0.0002439033,0.001059277,0.06120724,0.01539935,0.007264284,0.005349983,0.0007641482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00472663,"about_ca_system_score_gemma":0.002220827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001568158,"about_ca_topic_score_gemma":0.001805524,"domain_scores_codex":[0.996549,0.002345655,0.00007030532,0.0002689158,0.000472246,0.0002938328],"domain_scores_gemma":[0.9967144,0.001947893,0.0002599094,0.0004581508,0.0003081051,0.0003116754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005531407,0.000004051977,0.00005480759,0.00001735339,8.917945e-7,0.00005993876,0.01109097,0.00002169089,0.00003893173,0.9832447,0.002769189,0.002691943],"study_design_scores_gemma":[0.000008213961,0.00001602303,0.0001408088,0.0001881801,0.000002042872,0.0002919698,0.01456775,0.0001855586,0.0001083936,0.8103575,0.174123,0.00001053395],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07632795,0.0625801,0.04080181,0.08814735,0.003969407,0.00007155591,0.00007788921,0.0002778566,0.727746],"genre_scores_gemma":[0.9430208,0.008646504,0.004204963,0.004741977,0.0009975069,0.00008739282,0.00003603751,0.0001474021,0.03811752],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007711646,"threshold_uncertainty_score":0.03429431,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2086968373","doi":"10.1016/j.jvir.2010.01.011","title":"Quality Improvement Guidelines for Percutaneous Needle Biopsy","year":2010,"lang":"en","type":"article","venue":"Journal of Vascular and Interventional Radiology","topic":"Radiology practices and education","field":"Medicine","cited_by":346,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"The Scarborough Hospital","funders":"","keywords":"Medicine; Quality (philosophy); Quality management; Patient care; Clinical Practice; Medical physics; Medical education; Nursing; Operations management; Management system","authors":[{"name":"Sanjay Gupta","is_ca":false},{"name":"John F. Cardella","is_ca":false},{"name":"Sanjoy Kundu","is_ca":true},{"name":"Donald L. Miller","is_ca":false},{"name":"Steven C. Rose","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06840532903490783,"gpt":0.4187188114641077,"spread":0.3503134824291999,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09521525,0.001658988,0.002469355,0.009690051,0.003305871,0.008499163,0.007623991,0.01140203,0.003910592],"category_scores_gemma":[0.2109874,0.001352059,0.003872616,0.006046514,0.003219788,0.00405976,0.006336682,0.01403914,0.001489185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01683182,"about_ca_system_score_gemma":0.05683237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04303106,"about_ca_topic_score_gemma":0.04363918,"domain_scores_codex":[0.8671041,0.0565674,0.03921802,0.003575713,0.02911401,0.004420792],"domain_scores_gemma":[0.6516996,0.1112317,0.04969871,0.007240173,0.1614768,0.018653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001949457,0.0009991488,0.01882907,0.006832734,0.0004152278,0.0008191891,0.002925345,0.006382629,0.0008592423,0.02262527,0.4650816,0.4740355],"study_design_scores_gemma":[0.001297536,0.001680171,0.1494153,0.08976231,0.001500472,0.003472797,0.005829273,0.02109173,0.003040056,0.05022742,0.6719275,0.0007553077],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01002264,0.1185665,0.0771295,0.7369845,0.01467499,0.003110237,0.001388294,0.002413915,0.03570941],"genre_scores_gemma":[0.1608777,0.098993,0.5544217,0.1512468,0.01056281,0.009024748,0.005997606,0.0008262732,0.008049376],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.09521525,"threshold_uncertainty_score":0.5035524,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2761304371","doi":"10.1016/j.acra.2017.08.005","title":"Structured Reporting in Radiology","year":2017,"lang":"en","type":"review","venue":"Academic Radiology","topic":"Radiology practices and education","field":"Medicine","cited_by":232,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"National Cancer Institute","keywords":"CLARITY; Medicine; Radiology; Patient care; Task (project management); Alliance; Quality (philosophy); Patient safety; Narrative; MEDLINE; Quality management; Health care; Nursing; Management system; Operations management","authors":[{"name":"Dhakshinamoorthy Ganeshan","is_ca":false},{"name":"Phuong-Anh T. Duong","is_ca":false},{"name":"Linda Probyn","is_ca":true},{"name":"Leon Lenchik","is_ca":false},{"name":"Tatum A. McArthur","is_ca":false},{"name":"Michèle Retrouvey","is_ca":false},{"name":"Emily H. Ghobadi","is_ca":false},{"name":"Stephane L. Desouches","is_ca":false},{"name":"David A. Pastel","is_ca":false},{"name":"Isaac R. Francis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2932382982182704,"gpt":0.5206570566628292,"spread":0.2274187584445589,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0114188,0.001188145,0.002499109,0.007775149,0.0006252343,0.00535294,0.002302092,0.003493647,0.005055605],"category_scores_gemma":[0.04111595,0.001006446,0.00175985,0.008201094,0.003494718,0.006534992,0.00331326,0.003655238,0.001113825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002621107,"about_ca_system_score_gemma":0.01228242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004107461,"about_ca_topic_score_gemma":0.006188962,"domain_scores_codex":[0.9882178,0.004579311,0.003772845,0.0009279201,0.002118855,0.0003833117],"domain_scores_gemma":[0.9617183,0.02560928,0.007654051,0.001061446,0.003360478,0.0005963388],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001290222,0.00008248587,0.0014017,0.1671385,0.0005716035,0.0002489938,0.0004719826,0.0002703704,0.0002630511,0.00568863,0.03365923,0.7900745],"study_design_scores_gemma":[0.0001714356,0.0002367096,0.004993538,0.3470731,0.002070445,0.003064869,0.0006868902,0.0001768796,0.0003848072,0.004709822,0.6363144,0.0001170737],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009906055,0.9982381,0.0001305822,0.0006970323,0.0003164295,0.00001592256,0.00002060591,0.000005059936,0.0004772413],"genre_scores_gemma":[0.001699082,0.9952615,0.000656673,0.001588029,0.0005468068,0.00002118722,0.00005210136,0.000002921452,0.0001716644],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9885812,"threshold_uncertainty_score":0.06038916,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2183415660","doi":"","title":"Fundamentals of clinical research for radiologists","year":2005,"lang":"en","type":"article","venue":"American Journal of Roentgenology","topic":"Radiology practices and education","field":"Medicine","cited_by":184,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Sophistication; Complement (music); Medical physics; Web site; Radiology; The Internet; World Wide Web; Computer science","authors":[{"name":"Lawrence Joseph","is_ca":true},{"name":"Caroline Reinhold","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2957708767455386,"gpt":0.5808323753757455,"spread":0.2850614986302069,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05416048,0.001793504,0.002215407,0.007345399,0.003022363,0.01634703,0.004045193,0.007024041,0.0258005],"category_scores_gemma":[0.1326218,0.001433734,0.001494129,0.004333024,0.01617645,0.009355735,0.007358776,0.01354313,0.03254266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00536309,"about_ca_system_score_gemma":0.02200509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001535201,"about_ca_topic_score_gemma":0.00173743,"domain_scores_codex":[0.9570259,0.01981685,0.004952637,0.002422585,0.01469645,0.001085527],"domain_scores_gemma":[0.8260176,0.1120611,0.007926248,0.01636959,0.02766329,0.009962138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000677342,0.0001072041,0.0006666859,0.00306864,0.00005400309,0.0002582751,0.002633258,0.0005564439,0.0007554581,0.2618873,0.3341406,0.3958045],"study_design_scores_gemma":[0.00001946682,0.0000553381,0.0004652706,0.002499307,0.00001099157,0.000595819,0.0005013905,0.0002401475,0.0001239655,0.1822456,0.8132043,0.00003847515],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001184508,0.175654,0.3241677,0.2208773,0.04074984,0.00244568,0.0009034001,0.003391861,0.2306257],"genre_scores_gemma":[0.02877483,0.2147121,0.569104,0.04776326,0.04921343,0.008352969,0.001182903,0.001474046,0.07942241],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05416048,"threshold_uncertainty_score":0.2864314,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1964981554","doi":"10.1016/j.annemergmed.2013.02.018","title":"Emergency Department Computed Tomography Utilization in the United States and Canada","year":2013,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Radiology practices and education","field":"Medicine","cited_by":167,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Triage; Emergency department; Confidence interval; Abdominal pain; Ambulatory; Emergency medicine; Chest pain; Surgery; Internal medicine","authors":[{"name":"Carl T. Berdahl","is_ca":false},{"name":"Marian J. Vermeulen","is_ca":true},{"name":"David B. Larson","is_ca":false},{"name":"Michael J. Schull","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1239594724673018,"gpt":0.3860422498109184,"spread":0.2620827773436166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003994307,0.0003070626,0.000457261,0.002532196,0.002522864,0.001894662,0.001524602,0.0008690427,0.003866576],"category_scores_gemma":[0.004147323,0.000453019,0.0008631624,0.007049275,0.0008594651,0.0006117646,0.001117929,0.001279226,0.0002564403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03393884,"about_ca_system_score_gemma":0.06184873,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9960034,"about_ca_topic_score_gemma":0.9979473,"domain_scores_codex":[0.9985531,0.00009780846,0.0001673391,0.0001507918,0.0004845567,0.0005462747],"domain_scores_gemma":[0.9938014,0.0003749572,0.001059293,0.00007930705,0.002701132,0.001983923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007652684,0.00005116367,0.9864222,0.00007583007,0.00009983162,0.0003890103,0.0004569389,0.0002840095,0.00009655676,0.000388031,0.005785177,0.0058747],"study_design_scores_gemma":[0.0000136992,0.00001415087,0.9937944,0.0001417194,0.00005380356,0.0003347064,0.002693577,0.0004019282,0.0000608361,0.00005577137,0.002418451,0.00001702459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9485583,0.006509228,0.0001980369,0.006481597,0.0001519516,0.0000845641,0.01503156,0.00005546129,0.02292925],"genre_scores_gemma":[0.9906526,0.00426643,0.0001687406,0.001005831,0.00004142038,0.00001445445,0.001989308,0.00001713996,0.001844027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03393884,"threshold_uncertainty_score":0.2462447,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2507735384","doi":"10.1002/j.0022-0337.2016.80.9.tb06195.x","title":"Effectiveness of E‐Learning in Oral Radiology Education: A Systematic Review","year":2016,"lang":"en","type":"review","venue":"Journal of Dental Education","topic":"Radiology practices and education","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Blinding; Scopus; Medicine; Curriculum; Randomized controlled trial; MEDLINE; Oral medicine; Systematic review; Inclusion (mineral); Critical appraisal; Medical physics; Medical education; Radiology; Psychology; Alternative medicine; Dentistry; Pathology","authors":[{"name":"Gláucia Nize Martins Santos","is_ca":false},{"name":"André Ferreira Leite","is_ca":false},{"name":"Paulo Tadeu de Souza Figueiredo","is_ca":false},{"name":"Nara M. Pimentel","is_ca":false},{"name":"Carlos Flores‐Mir","is_ca":true},{"name":"Nilce Santos de Melo","is_ca":false},{"name":"Eliete Neves Silva Guerra","is_ca":false},{"name":"Graziela De Luca Canto","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02816946053293604,"gpt":0.4266796612446451,"spread":0.398510200711709,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01704186,0.001526988,0.008944153,0.00873988,0.0007377895,0.003083085,0.001921848,0.002334778,0.004230322],"category_scores_gemma":[0.06439373,0.001071426,0.00833066,0.008291634,0.00132839,0.003007126,0.001646862,0.001451641,0.0002818233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004920096,"about_ca_system_score_gemma":0.01266246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005045948,"about_ca_topic_score_gemma":0.01524694,"domain_scores_codex":[0.981261,0.007439503,0.006351274,0.0009282486,0.003643478,0.0003765665],"domain_scores_gemma":[0.9413694,0.04569424,0.00812999,0.0006901337,0.003584642,0.0005316623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002762019,0.00003755487,0.0003864689,0.9594292,0.006324187,0.00005884952,0.0001513715,0.00006903671,0.0001135601,0.0001144812,0.0004278371,0.03261118],"study_design_scores_gemma":[0.0004532876,0.0005266159,0.003296378,0.923406,0.06190974,0.0003044455,0.0003325561,0.00008518366,0.0002849057,0.0001806672,0.009185961,0.00003419174],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001505695,0.9973044,0.0001346714,0.0001688176,0.00009625168,0.0004514402,0.0001304378,0.000006162778,0.0002020166],"genre_scores_gemma":[0.02309673,0.9742942,0.0008293398,0.0004600396,0.00009363102,0.0009932606,0.0001224811,0.00000596366,0.0001043784],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01704186,"threshold_uncertainty_score":0.09012705,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2904117115","doi":"10.1016/j.acra.2018.11.006","title":"Perceptual and Interpretive Error in Diagnostic Radiology—Causes and Potential Solutions","year":2018,"lang":"en","type":"review","venue":"Academic Radiology","topic":"Radiology practices and education","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Acknowledgement; Perception; Human error; Process (computing); Cognition; Computer science; Cognitive psychology; Psychology; Medicine; Risk analysis (engineering); Neuroscience","authors":[{"name":"Andrew J. Degnan","is_ca":false},{"name":"Emily H. Ghobadi","is_ca":false},{"name":"Peter Hardy","is_ca":false},{"name":"Elizabeth A. Krupinski","is_ca":false},{"name":"Elena P. Scali","is_ca":true},{"name":"Lindsay M. Stratchko","is_ca":false},{"name":"Adam Ulano","is_ca":false},{"name":"Eric A. Walker","is_ca":false},{"name":"Ashish P. Wasnik","is_ca":false},{"name":"William F. Auffermann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07652708213468976,"gpt":0.402092680980019,"spread":0.3255655988453293,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00299094,0.001012911,0.001864755,0.00456733,0.0006466188,0.003082534,0.001915577,0.002566404,0.002983386],"category_scores_gemma":[0.01222485,0.0005056016,0.001222977,0.004175781,0.002322142,0.003516,0.001584006,0.002136312,0.0006721703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001614981,"about_ca_system_score_gemma":0.005251441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006452577,"about_ca_topic_score_gemma":0.01035911,"domain_scores_codex":[0.9982046,0.0004232445,0.0004238056,0.0002856498,0.0005576313,0.0001050742],"domain_scores_gemma":[0.9909211,0.006305128,0.001134165,0.0001481712,0.001328866,0.0001626573],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001048754,0.00009602849,0.003957407,0.05918947,0.0005058585,0.0005835305,0.0005142288,0.0003775761,0.0003002916,0.00570907,0.01860593,0.9100558],"study_design_scores_gemma":[0.00006173109,0.0001857541,0.02006103,0.1339447,0.002409316,0.01173028,0.002532412,0.0005830295,0.000795248,0.0155899,0.8119045,0.0002020439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001397732,0.9988463,0.000078312,0.0005195441,0.0001047516,0.000002961019,0.00001281512,0.000002492196,0.0002930644],"genre_scores_gemma":[0.002196121,0.996784,0.0002201605,0.000371571,0.0002767883,0.000004628484,0.00002108593,0.000001572958,0.0001240859],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.997009,"threshold_uncertainty_score":0.01581782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3047555230","doi":"10.1177/0846537120944821","title":"Undergraduate Radiology Education During the COVID-19 Pandemic: A Review of Teaching and Learning Strategies","year":2020,"lang":"en","type":"review","venue":"Canadian Association of Radiologists Journal","topic":"Radiology practices and education","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Specialty; Coronavirus disease 2019 (COVID-19); Pandemic; Radiology; Medical education; Shadow (psychology); Disease; Pathology; Infectious disease (medical specialty); Psychology","authors":[{"name":"Kathryn E. Darras","is_ca":true},{"name":"Rebecca Spouge","is_ca":true},{"name":"Anique B. H. de Bruin","is_ca":false},{"name":"Anto Sedlic","is_ca":true},{"name":"Cameron Hague","is_ca":true},{"name":"Bruce B. Forster","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06000834757118384,"gpt":0.3929142231259793,"spread":0.3329058755547954,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002896205,0.0006242644,0.0009854067,0.003341871,0.0004948202,0.001452307,0.001380364,0.001418635,0.002634126],"category_scores_gemma":[0.007360654,0.0003120971,0.0007276984,0.002661178,0.0007056412,0.001649075,0.001066222,0.001453825,0.0007661209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002477443,"about_ca_system_score_gemma":0.00509694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007939662,"about_ca_topic_score_gemma":0.01481335,"domain_scores_codex":[0.9987404,0.0003666233,0.000237603,0.000139691,0.0004311219,0.00008454344],"domain_scores_gemma":[0.9956085,0.002786402,0.0005049238,0.00005316346,0.0008037926,0.0002432883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004081656,0.00007713909,0.0003295258,0.03748899,0.00007279254,0.00006417306,0.0002405163,0.0001632792,0.0001482674,0.001154886,0.009702387,0.9505173],"study_design_scores_gemma":[0.00006061387,0.0003851514,0.006071249,0.1283753,0.0004590666,0.001545444,0.001118572,0.0001664233,0.0004547563,0.001548792,0.8597562,0.00005832666],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001911164,0.9984705,0.00005798925,0.000539011,0.0001131652,0.00001162098,0.00000954926,0.000004106862,0.0006028714],"genre_scores_gemma":[0.00129419,0.9980758,0.0002033501,0.0002270502,0.00006548299,0.00001246337,0.00001208685,0.00000140211,0.000108151],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007939662,"threshold_uncertainty_score":0.01797515,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2170408491","doi":"10.5858/arpa.2012-0656-oa","title":"Standardized Synoptic Cancer Pathology Reports — So What and Who Cares?: A Population-Based Satisfaction Survey of 970 Pathologists, Surgeons, and Oncologists","year":2013,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"Radiology practices and education","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Trillium Health Centre","funders":"","keywords":"Medicine; Workload; Descriptive statistics; CLARITY; Family medicine; Usability; Context (archaeology); Medical physics","authors":[{"name":"Sara Lankshear","is_ca":true},{"name":"John R. Srigley","is_ca":true},{"name":"Thomas McGowan","is_ca":true},{"name":"Marta Yurcan","is_ca":true},{"name":"Carol Sawka","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02094161082153154,"gpt":0.3262245389092571,"spread":0.3052829280877256,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007821297,0.000176241,0.0003578741,0.0009568217,0.0007747776,0.0009737622,0.0004430191,0.0005121022,0.00148391],"category_scores_gemma":[0.01939565,0.0003140245,0.0003711471,0.001833796,0.0008542715,0.0008853662,0.001027962,0.0005373522,0.0002574916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001965548,"about_ca_system_score_gemma":0.002551751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02198385,"about_ca_topic_score_gemma":0.02428661,"domain_scores_codex":[0.9953451,0.002076661,0.0006014749,0.0003028357,0.001208283,0.0004657262],"domain_scores_gemma":[0.9789003,0.006205412,0.008068568,0.0004858582,0.004290919,0.002048907],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008868099,0.0001198614,0.9798323,0.0001121327,0.00002503529,0.00012995,0.008669638,0.00006502237,0.0005496323,0.00002592714,0.0007612419,0.009620634],"study_design_scores_gemma":[0.00001878297,0.0006599555,0.9664485,0.00006217501,0.0000167359,0.0003895519,0.02969664,0.000488199,0.0003182448,0.00002853475,0.001853773,0.00001881498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986171,0.00009376182,0.0002359563,0.0002666373,0.000003765115,0.00007363466,0.0002996632,0.000006445413,0.0004031242],"genre_scores_gemma":[0.9986234,0.0001726612,0.0004994083,0.0002306391,0.000006145651,0.00009033207,0.0002062281,0.000003546191,0.0001677057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9921787,"threshold_uncertainty_score":0.04371178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1967003896","doi":"10.1148/radiol.14132918","title":"Characterizing Search, Recognition, and Decision in the Detection of Lung Nodules on CT Scans: Elucidation with Eye Tracking","year":2014,"lang":"en","type":"article","venue":"Radiology","topic":"Radiology practices and education","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Nodule (geology); Medicine; Gaze; Eye tracking; Lung; Parenchyma; Nuclear medicine; Radiology; Lung cancer; Artificial intelligence; Pathology; Computer science; Internal medicine","authors":[{"name":"Geoffrey D. Rubin","is_ca":false},{"name":"Justus E. Roos","is_ca":false},{"name":"Martin Täll","is_ca":false},{"name":"Brian Harrawood","is_ca":false},{"name":"Sukantadev Bag","is_ca":false},{"name":"Donald L. Ly","is_ca":true},{"name":"Danielle M. Seaman","is_ca":false},{"name":"Lynne M. Hurwitz","is_ca":false},{"name":"Sandy Napel","is_ca":false},{"name":"Kingshuk Roy Choudhury","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03259784867397363,"gpt":0.3146713846841525,"spread":0.2820735360101788,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003067513,0.0003776197,0.0003892621,0.001356679,0.0001699557,0.0006265437,0.0002300426,0.0005262102,0.000688632],"category_scores_gemma":[0.01896535,0.0002217381,0.0003097476,0.0004568184,0.0002759576,0.0008922483,0.0004240828,0.0002813388,0.0001847298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004057664,"about_ca_system_score_gemma":0.0002888481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002727637,"about_ca_topic_score_gemma":0.003640234,"domain_scores_codex":[0.9984924,0.0006630375,0.000127292,0.000264292,0.0003559128,0.00009712853],"domain_scores_gemma":[0.9907645,0.006265598,0.001714422,0.0003724358,0.0006662075,0.0002167941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002991974,0.0003490056,0.8298573,0.0002562581,0.0003693939,0.0002465132,0.000816984,0.003077261,0.05096199,0.0001378705,0.0004324537,0.110503],"study_design_scores_gemma":[0.00003420971,0.001092595,0.9691473,0.00002819712,0.0001435048,0.000878814,0.0001863255,0.01758185,0.01039944,0.0001254553,0.0003495369,0.00003275961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941487,0.0006101554,0.004249191,0.00004236283,0.000006530927,0.00005229669,0.0001132628,0.00003529519,0.0007422421],"genre_scores_gemma":[0.9966091,0.0001701184,0.002858929,0.00002869686,0.00001447346,0.00002583192,0.00009311856,0.000007151557,0.0001925621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003067513,"threshold_uncertainty_score":0.01622272,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2774842050","doi":"10.1016/j.jcct.2017.11.014","title":"Coronary artery disease reporting and data system (CAD-RADS TM ): Inter-observer agreement for assessment categories and modifiers","year":2017,"lang":"en","type":"article","venue":"Journal of cardiovascular computed tomography","topic":"Radiology practices and education","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Coronary artery disease; Kappa; Radiology; CAD; Likert scale; Canadian Cardiovascular Society; Angiography; Internal medicine; Angina","authors":[{"name":"Christopher D. Maroules","is_ca":false},{"name":"Christian Hamilton‐Craig","is_ca":false},{"name":"Kelley R. Branch","is_ca":false},{"name":"James T. Lee","is_ca":false},{"name":"Roberto Caldeira Cury","is_ca":false},{"name":"Pál Maurovich‐Horvat","is_ca":false},{"name":"Ronen Rubinshtein","is_ca":false},{"name":"Dustin Thomas","is_ca":false},{"name":"Michelle C. Williams","is_ca":false},{"name":"Guo Yanshu","is_ca":false},{"name":"Ricardo C. Cury","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08655404962826804,"gpt":0.3478742220849197,"spread":0.2613201724566516,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0608511,0.0009738847,0.001735783,0.004570993,0.001415531,0.001863676,0.001599191,0.001263029,0.001907285],"category_scores_gemma":[0.1003244,0.0008837887,0.002854975,0.002210282,0.001007061,0.001835943,0.003237892,0.001728498,0.001147337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001268325,"about_ca_system_score_gemma":0.001808832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004521058,"about_ca_topic_score_gemma":0.010159,"domain_scores_codex":[0.9375417,0.02842389,0.01571469,0.006805328,0.01000014,0.001514368],"domain_scores_gemma":[0.8931135,0.03942708,0.01264214,0.01590945,0.03769348,0.001214308],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006662979,0.0004109111,0.8792157,0.0009149281,0.003381128,0.0001884842,0.005886713,0.002370022,0.009523883,0.001843378,0.01142422,0.07817768],"study_design_scores_gemma":[0.0004297949,0.0008476104,0.9527351,0.0003635833,0.001446925,0.0005419093,0.002810996,0.01835877,0.009946348,0.001964177,0.01029254,0.0002622565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8390867,0.001840306,0.1239603,0.0004438379,0.0006701016,0.005727044,0.01236664,0.001605263,0.01429981],"genre_scores_gemma":[0.904601,0.0002379509,0.08202219,0.0001804337,0.00007359278,0.004172575,0.0059293,0.0006237726,0.002159093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9391489,"threshold_uncertainty_score":0.3218153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2165617595","doi":"10.1148/radiol.2421052135","title":"Evidence-based Radiology: Steps 1 and 2—Asking Answerable Questions and Searching for Evidence","year":2007,"lang":"en","type":"review","venue":"Radiology","topic":"Radiology practices and education","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University Health Network; Toronto General Hospital","funders":"","keywords":"Medicine; Evidence-based medicine; Evidence-based practice; Best evidence; MEDLINE; Process (computing); Clinical Practice; Alternative medicine; Medical physics; Medical education; Family medicine; Pathology; Computer science; Law","authors":[{"name":"Marie Staunton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3432347457644324,"gpt":0.4923857952339178,"spread":0.1491510494694854,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1014144,0.002388874,0.007176511,0.0116632,0.003042872,0.01322552,0.005708849,0.01337482,0.007740862],"category_scores_gemma":[0.1512029,0.003788647,0.004954853,0.01124154,0.008974811,0.0161902,0.00743703,0.01309586,0.006322769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008276462,"about_ca_system_score_gemma":0.04690999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005388561,"about_ca_topic_score_gemma":0.007091226,"domain_scores_codex":[0.8766443,0.07637038,0.02326596,0.002861339,0.0190077,0.001850286],"domain_scores_gemma":[0.8383025,0.1193959,0.01160778,0.005593391,0.02256376,0.002536735],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002519987,0.0004388043,0.0008099359,0.08780237,0.0005595429,0.000874632,0.008458271,0.0008940115,0.002170994,0.09166729,0.04140562,0.7646664],"study_design_scores_gemma":[0.0004894907,0.0006199713,0.003707316,0.1372348,0.000678043,0.003152425,0.008748439,0.001838723,0.00378219,0.2269825,0.612341,0.0004251826],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003204542,0.3440218,0.4249582,0.1192508,0.00510054,0.07051007,0.0008285993,0.0008014403,0.03132402],"genre_scores_gemma":[0.01126834,0.1152939,0.8339275,0.0156963,0.001075933,0.01884277,0.0005040721,0.00008214371,0.003309014],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8985856,"threshold_uncertainty_score":0.536337,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3015264156","doi":"10.1016/j.jacr.2020.03.012","title":"Machine Learning for Automation of Radiology Protocols for Quality and Efficiency Improvement","year":2020,"lang":"en","type":"article","venue":"Journal of the American College of Radiology","topic":"Radiology practices and education","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trillium Health Centre; University of Toronto","funders":"","keywords":"Workflow; Computer science; Artificial intelligence; Random forest; Machine learning; Protocol (science); Automation; Thresholding; Software deployment; Artificial neural network; Data mining; Medicine; Software engineering; Database; Pathology","authors":[{"name":"Angad Kalra","is_ca":true},{"name":"Amit Chakraborty","is_ca":false},{"name":"Benjamin Fine","is_ca":true},{"name":"Joshua Reicher","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04578461532657702,"gpt":0.3800704747900329,"spread":0.3342858594634558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00416589,0.0007932017,0.0009245216,0.00212589,0.0007029062,0.001989076,0.001328258,0.0008439622,0.002342633],"category_scores_gemma":[0.01826223,0.0004435894,0.0009172007,0.001431384,0.0006424396,0.001589005,0.0009644212,0.002404298,0.00107981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001996015,"about_ca_system_score_gemma":0.003729604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006337029,"about_ca_topic_score_gemma":0.006693837,"domain_scores_codex":[0.9960946,0.00163605,0.0003256467,0.0006726042,0.001040639,0.0002304268],"domain_scores_gemma":[0.9875609,0.006904955,0.001358021,0.00149794,0.002499661,0.0001785365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002719083,0.0005028484,0.007571036,0.0002598653,0.0001575526,0.00007488962,0.0001362061,0.1844674,0.009348249,0.0099334,0.009998895,0.7772777],"study_design_scores_gemma":[0.00002831439,0.00008582982,0.002111885,0.00005027782,0.00003126802,0.00006792865,0.00002839524,0.9677526,0.01185843,0.01360012,0.00436012,0.00002490856],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02108037,0.0008532935,0.9701869,0.001113818,0.0001241501,0.0001594242,0.0002464096,0.004456843,0.001778751],"genre_scores_gemma":[0.4338072,0.0006299777,0.5619423,0.0002985288,0.0001554824,0.0001782946,0.0009023107,0.0002639157,0.00182195],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006337029,"threshold_uncertainty_score":0.02203161,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2055264239","doi":"10.1309/ajcpqct94sferlni","title":"Educating Medical Students in Laboratory Medicine","year":2010,"lang":"en","type":"article","venue":"American Journal of Clinical Pathology","topic":"Radiology practices and education","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Curriculum; Medical education; Medical laboratory; Medicine; Alternative medicine; Health care; Medical school; Psychology; Pathology; Political science; Pedagogy","authors":[{"name":"Brian R. Smith","is_ca":false},{"name":"Maria E. Aguero‐Rosenfeld","is_ca":false},{"name":"John Anastasi","is_ca":false},{"name":"Beverly W. Baron","is_ca":false},{"name":"Anders H. Berg","is_ca":false},{"name":"Jay L. Bock","is_ca":false},{"name":"Sheldon Campbell","is_ca":false},{"name":"Kendall P. Crookston","is_ca":false},{"name":"Robert L. Fitzgerald","is_ca":false},{"name":"Mark Fung","is_ca":false},{"name":"Richard L. Haspel","is_ca":false},{"name":"John Greg Howe","is_ca":false},{"name":"Jeffrey S. Jhang","is_ca":false},{"name":"Malek Kamoun","is_ca":false},{"name":"Susan M. Koethe","is_ca":false},{"name":"Matthew D. Krasowski","is_ca":false},{"name":"Marie L. Landry","is_ca":false},{"name":"Marisa B. Marques","is_ca":false},{"name":"Henry M. Rinder","is_ca":false},{"name":"William L. Roberts","is_ca":false},{"name":"William E. Schreiber","is_ca":true},{"name":"Steven L. Spitalnik","is_ca":false},{"name":"Christopher A. Tormey","is_ca":false},{"name":"Yan Wu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04087917603640969,"gpt":0.5117802245627368,"spread":0.4709010485263271,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01047296,0.0008028276,0.0007404686,0.002751645,0.002895313,0.005964429,0.001830665,0.003880167,0.01117746],"category_scores_gemma":[0.02237293,0.0006655009,0.0006082434,0.0007838906,0.002332783,0.003131622,0.009046074,0.005166464,0.008566621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0020236,"about_ca_system_score_gemma":0.008937372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006330597,"about_ca_topic_score_gemma":0.001772343,"domain_scores_codex":[0.9961708,0.001374432,0.0002412993,0.0002205858,0.001152428,0.0008405298],"domain_scores_gemma":[0.9782472,0.002633597,0.002601082,0.0008653392,0.003216039,0.01243668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001693274,0.004187316,0.05631826,0.001288872,0.00003056313,0.00157136,0.01462226,0.001253736,0.00944789,0.0115152,0.3776186,0.5219766],"study_design_scores_gemma":[0.0001269824,0.002346387,0.04357526,0.002454433,0.00004446357,0.005079413,0.01628587,0.001269996,0.006015072,0.0195099,0.9031709,0.0001214091],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2347868,0.01990175,0.05273899,0.5170186,0.02248102,0.002941049,0.0004090485,0.003095674,0.146627],"genre_scores_gemma":[0.4929663,0.03666122,0.1390204,0.2213491,0.01427624,0.002668723,0.000983863,0.000378587,0.09169556],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01117746,"threshold_uncertainty_score":0.05538696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2398215049","doi":"10.1016/j.jacr.2016.02.033","title":"Systematic Review of the Application of Lean and Six Sigma Quality Improvement Methodologies in Radiology","year":2016,"lang":"en","type":"review","venue":"Journal of the American College of Radiology","topic":"Radiology practices and education","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; University of Manitoba","funders":"","keywords":"Six Sigma; MEDLINE; Medicine; Lean Six Sigma; Grading (engineering); Health care; Quality management; Workflow; Cochrane Library; Hospital medicine; Medical physics; Operations management; Randomized controlled trial; Family medicine; Computer science; Lean manufacturing; Surgery","authors":[{"name":"Thelina Amaratunga","is_ca":true},{"name":"Julian Dobranowski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07147629656383982,"gpt":0.4359489330459217,"spread":0.3644726364820819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018973,0.001889088,0.00988627,0.01285345,0.0008297529,0.003219623,0.003103576,0.002265123,0.002692839],"category_scores_gemma":[0.06549814,0.001252849,0.01084793,0.01175436,0.001384686,0.002892914,0.002596643,0.001903109,0.000165215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005012398,"about_ca_system_score_gemma":0.02017297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01239386,"about_ca_topic_score_gemma":0.04448372,"domain_scores_codex":[0.9767765,0.008275879,0.008540054,0.001168086,0.004832326,0.0004073307],"domain_scores_gemma":[0.9557223,0.02889529,0.009863196,0.0006948675,0.004316599,0.0005076685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003114502,0.00003166792,0.000535803,0.9388579,0.01596287,0.0000742284,0.0002270937,0.000125885,0.000142302,0.0001821671,0.0007036157,0.04284503],"study_design_scores_gemma":[0.0005946037,0.0006473181,0.004923171,0.8338456,0.1410349,0.0003672081,0.0004702005,0.0001410365,0.0002863826,0.0004057044,0.01722063,0.00006322965],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00127645,0.9975736,0.0002071618,0.000190989,0.0001027801,0.0003450307,0.0001582953,0.00000544873,0.0001402828],"genre_scores_gemma":[0.0193634,0.977841,0.001516631,0.0005466549,0.00007910492,0.0004259631,0.0001327009,0.000004490554,0.00009011178],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.018973,"threshold_uncertainty_score":0.1003401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1968274879","doi":"10.2214/ajr.184.2.01840681","title":"Prevalence of Eye Strain Among Radiologists: Influence of Viewing Variables on Symptoms","year":2005,"lang":"en","type":"article","venue":"American Journal of Roentgenology","topic":"Radiology practices and education","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia Hospital; Vancouver Hospital and Health Sciences Centre","funders":"Radiological Society of North America","keywords":"Medicine; Strain (injury); Optometry; Ophthalmology; Internal medicine","authors":[{"name":"Talia Vertinsky","is_ca":true},{"name":"Bruce B. Forster","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01226344737745559,"gpt":0.3021028462133015,"spread":0.2898393988358459,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008508251,0.0002313103,0.0002607713,0.0009873623,0.0001634516,0.0003788175,0.000226274,0.0003643741,0.002073811],"category_scores_gemma":[0.008983476,0.0001734394,0.0003385723,0.0007197949,0.0002334582,0.0004252055,0.0004239399,0.0002985992,0.0002647783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001581666,"about_ca_system_score_gemma":0.0002014528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001921292,"about_ca_topic_score_gemma":0.001903213,"domain_scores_codex":[0.9988691,0.0004734132,0.0001305105,0.0001149301,0.0002828182,0.0001292169],"domain_scores_gemma":[0.9893868,0.003019793,0.005974007,0.0002843563,0.000636508,0.0006984955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004417104,0.00002091941,0.9988514,0.000007940433,0.00001080648,0.00004083845,0.00004370609,0.00001351364,0.000117904,0.00000153132,0.00003051075,0.0008167565],"study_design_scores_gemma":[0.000001415589,0.00006184766,0.9995534,0.000003947142,0.000004479682,0.0001926072,0.00008344836,0.00004402186,0.00002585023,0.000001958619,0.00002598157,0.000001186857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992442,0.0001881779,0.00004697255,0.00004845022,0.000002307262,0.000005804373,0.0001260444,0.000003507601,0.0003346271],"genre_scores_gemma":[0.999718,0.00006106434,0.00005573705,0.00001141874,0.00001089339,0.000004388786,0.00009275924,0.000001177433,0.00004458973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002073811,"threshold_uncertainty_score":0.006937623,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2171935677","doi":"10.1016/j.jacr.2004.12.005","title":"The ACR’s Mammography Accreditation Program: Ten Years of Experience Since MQSA","year":2005,"lang":"en","type":"article","venue":"Journal of the American College of Radiology","topic":"Radiology practices and education","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre","funders":"","keywords":"Accreditation; Mammography; Certification; Medicine; Food and drug administration; Medical physics; Quality (philosophy); Family medicine; Medical education; Political science; Medical emergency; Breast cancer; Internal medicine; Law","authors":[{"name":"J M Destouet","is_ca":false},{"name":"Lawrence W. Bassett","is_ca":false},{"name":"Martin J. Yaffe","is_ca":true},{"name":"Priscilla F. Butler","is_ca":false},{"name":"Pamela Wilcox","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01415399426101643,"gpt":0.3284649864759867,"spread":0.3143109922149702,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01582441,0.0003979945,0.0003852659,0.001113058,0.003888021,0.003376343,0.001733035,0.00204942,0.007282559],"category_scores_gemma":[0.01034563,0.0003338229,0.0004541866,0.0015355,0.002289158,0.001767046,0.005306081,0.003548471,0.001401191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003327671,"about_ca_system_score_gemma":0.0201379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01727501,"about_ca_topic_score_gemma":0.07894938,"domain_scores_codex":[0.9932724,0.001685383,0.0003096559,0.0004423779,0.00215886,0.0021313],"domain_scores_gemma":[0.9514537,0.002001008,0.001782502,0.0008520511,0.0130837,0.03082694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004087091,0.01002214,0.2245734,0.0003918398,0.0000915777,0.001154914,0.02173847,0.0007696506,0.002995014,0.002289253,0.09809914,0.637466],"study_design_scores_gemma":[0.00009106448,0.003471393,0.4537362,0.0007947843,0.00005348537,0.001997336,0.04546873,0.001209942,0.001951271,0.0008230354,0.4902799,0.0001228485],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8025256,0.02051247,0.004687227,0.1095049,0.006290486,0.0003660133,0.0003948556,0.0003147205,0.05540371],"genre_scores_gemma":[0.9185305,0.007880705,0.006167456,0.01270725,0.001670291,0.0001195692,0.0007845551,0.0001493725,0.05199044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01727501,"threshold_uncertainty_score":0.08368844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399781895","doi":"10.1148/radiol.233117","title":"Large Language Models for Automated Synoptic Reports and Resectability Categorization in Pancreatic Cancer","year":2024,"lang":"en","type":"article","venue":"Radiology","topic":"Radiology practices and education","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre; Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Categorization; Cancer; Radiology; Pancreatic cancer; Natural language processing; Medical physics; Artificial intelligence; Oncology; General surgery; Internal medicine","authors":[{"name":"Rajesh Bhayana","is_ca":true},{"name":"Bipin Nanda","is_ca":true},{"name":"Taher Dehkharghanian","is_ca":true},{"name":"Yangqing Deng","is_ca":true},{"name":"Nishaant Bhambra","is_ca":true},{"name":"Gavin J.B. Elias","is_ca":true},{"name":"Daksh Datta","is_ca":true},{"name":"Avinash Kambadakone","is_ca":true},{"name":"Chaya Shwaartz","is_ca":true},{"name":"Carol‐Anne Moulton","is_ca":true},{"name":"David Henault","is_ca":true},{"name":"Steven Gallinger","is_ca":true},{"name":"Satheesh Krishna","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02171129996342566,"gpt":0.3599718246146089,"spread":0.3382605246511833,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004602013,0.001230333,0.0005754445,0.001818067,0.0006862345,0.002041202,0.001745553,0.001296977,0.003468964],"category_scores_gemma":[0.01468733,0.0005243586,0.001824841,0.000862854,0.0004037684,0.001978908,0.001451945,0.002339766,0.002718606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001865152,"about_ca_system_score_gemma":0.002564013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01749393,"about_ca_topic_score_gemma":0.02719801,"domain_scores_codex":[0.9981297,0.0008450137,0.0002090287,0.0004564036,0.0002314625,0.0001284816],"domain_scores_gemma":[0.987125,0.009986174,0.0005811974,0.0005970614,0.001420043,0.0002904494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002812516,0.001151331,0.03252644,0.001214762,0.0007127462,0.001877901,0.001667218,0.2688603,0.01376863,0.009236579,0.07897225,0.5871993],"study_design_scores_gemma":[0.00006821536,0.0000909517,0.001631763,0.00005873414,0.00008547764,0.0001568516,0.0001403404,0.9863567,0.002330316,0.004963313,0.00408181,0.00003548098],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3327689,0.003589934,0.5809466,0.005934276,0.0009395874,0.001152666,0.0268921,0.04242684,0.005348966],"genre_scores_gemma":[0.6430073,0.0008083016,0.3187972,0.0009087858,0.0004255163,0.0008629694,0.02989206,0.0009002408,0.004397576],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01749393,"threshold_uncertainty_score":0.0347842,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2091185219","doi":"10.1007/s10278-006-0631-7","title":"Benefits of the DICOM Structured Report","year":2006,"lang":"en","type":"article","venue":"Journal of Digital Imaging","topic":"Radiology practices and education","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"DICOM; Workflow; Computer science; Picture archiving and communication system; Software deployment; Process (computing); Multimedia; Information retrieval; Database; Artificial intelligence; Software engineering","authors":[{"name":"Rita Noumeir","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01304746247951754,"gpt":0.281906066355595,"spread":0.2688586038760775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009552806,0.0004891342,0.0004360654,0.002991183,0.0008148212,0.00284421,0.001342211,0.002541226,0.038852],"category_scores_gemma":[0.112761,0.0003362245,0.000846825,0.00172782,0.0008833215,0.002349656,0.001874154,0.00153974,0.01005168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009071862,"about_ca_system_score_gemma":0.002567029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002661314,"about_ca_topic_score_gemma":0.004979479,"domain_scores_codex":[0.9914792,0.003397163,0.0007767353,0.00038193,0.003730719,0.0002343372],"domain_scores_gemma":[0.8963751,0.0530463,0.005927683,0.01370334,0.02443459,0.00651305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001369255,0.0005808045,0.02093154,0.0005966145,0.00006636074,0.0008988156,0.0002892285,0.0006243647,0.001017732,0.01467621,0.2215241,0.737425],"study_design_scores_gemma":[0.001263884,0.002270235,0.1189087,0.001860106,0.0006944449,0.03189636,0.001487667,0.005268021,0.003885873,0.03880338,0.7933573,0.000304185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07012388,0.03238296,0.0553595,0.4244313,0.01862562,0.0009540608,0.00956726,0.00557472,0.3829806],"genre_scores_gemma":[0.6594291,0.01978807,0.1419543,0.07265256,0.03967688,0.0006271793,0.0061923,0.001582355,0.05809723],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.038852,"threshold_uncertainty_score":0.1299729,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2124059236","doi":"10.1016/j.acra.2015.07.003","title":"Conventional Medical Education and the History of Simulation in Radiology","year":2015,"lang":"en","type":"review","venue":"Academic Radiology","topic":"Radiology practices and education","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Credentialing; Medical simulation; Simulation training; Computer science; Medical education; Patient safety; Medical physics; Engineering management; Medicine; Simulation; Engineering","authors":[{"name":"Alison Chetlen","is_ca":false},{"name":"Mishal Mendiratta‐Lala","is_ca":false},{"name":"Linda Probyn","is_ca":true},{"name":"William F. Auffermann","is_ca":false},{"name":"Carolynn M. DeBenedectis","is_ca":false},{"name":"Jamie Marko","is_ca":false},{"name":"Bradley B. Pua","is_ca":false},{"name":"T. Shawn Sato","is_ca":false},{"name":"Brent P. Little","is_ca":false},{"name":"Carol M. Dell","is_ca":false},{"name":"David Sarkany","is_ca":false},{"name":"Lori Mankowski Gettle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09878463445175474,"gpt":0.4445395249891858,"spread":0.3457548905374311,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001962882,0.0007613741,0.001314788,0.005282008,0.0006018248,0.002640103,0.00142373,0.002833345,0.005638951],"category_scores_gemma":[0.00832489,0.0004695455,0.0006887675,0.006000301,0.00282433,0.004056406,0.001731775,0.003047786,0.0008687009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002348949,"about_ca_system_score_gemma":0.005046511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00525394,"about_ca_topic_score_gemma":0.01086322,"domain_scores_codex":[0.9990132,0.0002874537,0.0001760974,0.0001500399,0.0003141599,0.00005897342],"domain_scores_gemma":[0.9927545,0.00560188,0.0006715676,0.0000955927,0.0006821119,0.0001941929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009532901,0.00006648415,0.000857692,0.05780315,0.0001346456,0.0002502495,0.0004508962,0.0003130073,0.0002014506,0.01365354,0.03415871,0.8920148],"study_design_scores_gemma":[0.000022197,0.00005035816,0.002608192,0.05642612,0.0002120182,0.001630961,0.0005317272,0.00008314883,0.0001154608,0.00471775,0.933566,0.00003605972],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006204219,0.9988453,0.00002832672,0.0004357404,0.0001600589,0.00000132042,0.000006046236,0.000001062642,0.0004601497],"genre_scores_gemma":[0.0008744847,0.9981132,0.00006580484,0.0004880483,0.0002888612,0.000002219851,0.00000976036,8.729131e-7,0.0001567985],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005638951,"threshold_uncertainty_score":0.01886421,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2616272524","doi":"10.2196/jmir.7846","title":"Patient-Centered Decision Support: Formative Usability Evaluation of Integrated Clinical Decision Support With a Patient Decision Aid for Minor Head Injury in the Emergency Department","year":2017,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Radiology practices and education","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Agency for Healthcare Research and Quality","keywords":"Usability; Clinical decision support system; Decision support system; Formative assessment; Emergency department; Head injury; Health care; Medical emergency; Medicine; Head (geology); Computed tomography; Medical physics; Psychology; Computer science; Radiology; Nursing; Artificial intelligence; Human–computer interaction; Surgery","authors":[{"name":"Edward R. Melnick","is_ca":false},{"name":"Erik P. Hess","is_ca":false},{"name":"George Guo","is_ca":false},{"name":"Maggie Breslin","is_ca":false},{"name":"Kevin Lopez","is_ca":false},{"name":"Anthony J. Pavlo","is_ca":false},{"name":"Fuad Abujarad","is_ca":false},{"name":"Seth Powsner","is_ca":false},{"name":"Lori Ann Post","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2252565470779505,"gpt":0.5620442337325177,"spread":0.3367876866545672,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05156143,0.001562285,0.001157373,0.001660353,0.001079093,0.003571262,0.00203663,0.001268195,0.002390183],"category_scores_gemma":[0.1114317,0.0008517941,0.001401793,0.0009190917,0.001789244,0.001968377,0.002368371,0.001134018,0.0003429855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001982457,"about_ca_system_score_gemma":0.002964408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008760305,"about_ca_topic_score_gemma":0.001265609,"domain_scores_codex":[0.9710117,0.0216645,0.002938748,0.001364992,0.002315349,0.0007047299],"domain_scores_gemma":[0.8776371,0.1048557,0.003307232,0.003974159,0.008571627,0.001654223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01270841,0.02967671,0.03706711,0.01857912,0.001208756,0.001178325,0.1482423,0.01153555,0.03017006,0.002409838,0.00622132,0.7010025],"study_design_scores_gemma":[0.03356066,0.346563,0.1938967,0.01250106,0.006164404,0.004052713,0.1075703,0.09854769,0.09702494,0.01080666,0.08692903,0.002382901],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641934,0.0002855258,0.02306054,0.0003007975,0.00009316573,0.009585177,0.0002658826,0.0004414135,0.00177394],"genre_scores_gemma":[0.7929885,0.0004144549,0.1896846,0.000401338,0.00005774611,0.01487201,0.0004181021,0.0001349191,0.001028286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05156143,"threshold_uncertainty_score":0.2726862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3114836243","doi":"10.1148/radiol.2020209027","title":"Radiology in the Era of Value-based Healthcare: A Multi-Society Expert Statement from the ACR, CAR, ESR, IS3R, RANZCR, and RSNA","year":2020,"lang":"en","type":"article","venue":"Radiology","topic":"Radiology practices and education","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Health care; Reimbursement; License; Value (mathematics); Radiology","authors":[{"name":"Adrian P. Brady","is_ca":false},{"name":"Jaqueline A. Bello","is_ca":false},{"name":"Lorenzo E. Derchi","is_ca":false},{"name":"Michael Fuchsjäger","is_ca":false},{"name":"Stacy Goergen","is_ca":false},{"name":"Gabriël P. Krestin","is_ca":false},{"name":"Emil J. Y. Lee","is_ca":false},{"name":"David C. Levin","is_ca":false},{"name":"Joséphine Pressacco","is_ca":false},{"name":"Vijay M. Rao","is_ca":false},{"name":"John Slavotinek","is_ca":false},{"name":"Jacob J. Visser","is_ca":false},{"name":"Richard Walker","is_ca":false},{"name":"James A. Brink","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06828653144733474,"gpt":0.360040093738927,"spread":0.2917535622915922,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1040546,0.001036021,0.001539666,0.002562321,0.003635353,0.009052984,0.005273134,0.02201822,0.003108132],"category_scores_gemma":[0.1337785,0.0009081858,0.00187816,0.002392137,0.005350136,0.006118288,0.0101072,0.02249815,0.002759242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005958063,"about_ca_system_score_gemma":0.04085982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004901983,"about_ca_topic_score_gemma":0.008132648,"domain_scores_codex":[0.9338837,0.02402413,0.01340443,0.002806443,0.02165843,0.004222957],"domain_scores_gemma":[0.7389243,0.09108794,0.01634455,0.009399851,0.1061282,0.03811518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006017565,0.00008926252,0.002372162,0.001454497,0.00006145188,0.0008397741,0.002476984,0.0007498565,0.0009038877,0.01039508,0.8737473,0.1068496],"study_design_scores_gemma":[0.0000213522,0.00004822506,0.001992494,0.006978007,0.00004855456,0.001749182,0.002522686,0.0006743991,0.0003991942,0.009552593,0.9759027,0.0001106226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001151701,0.0149474,0.001981012,0.9627941,0.0131203,0.0001887019,0.00010227,0.00004930567,0.005665306],"genre_scores_gemma":[0.09680202,0.09469532,0.07955506,0.6217596,0.07533547,0.001894513,0.001467213,0.000485425,0.02800546],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1040546,"threshold_uncertainty_score":0.5503001,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2172895566","doi":"10.1111/acem.12824","title":"Understanding Overuse of Computed Tomography for Minor Head Injury in the Emergency Department: A Triangulated Qualitative Study","year":2015,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Radiology practices and education","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Emergency department; Computed tomography; Head (geology); Minor (academic); Medical emergency; Emergency medicine; Radiology; Humanities; Nursing","authors":[{"name":"Edward R. Melnick","is_ca":false},{"name":"Katherine Shafer","is_ca":false},{"name":"Nayeli Rodulfo","is_ca":false},{"name":"Joyce Shi","is_ca":false},{"name":"Erik P. Hess","is_ca":false},{"name":"Robert L. Wears","is_ca":false},{"name":"Rija A. Qureshi","is_ca":false},{"name":"Lori Ann Post","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3963000558968295,"gpt":0.5057362454489915,"spread":0.1094361895521621,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03603712,0.0007850527,0.001554992,0.003583213,0.01029378,0.005928242,0.003513927,0.002261887,0.003011732],"category_scores_gemma":[0.04841321,0.0009772577,0.0006593394,0.003734834,0.01188838,0.005586316,0.008655835,0.002754106,0.0005179684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009853154,"about_ca_system_score_gemma":0.007582725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01200801,"about_ca_topic_score_gemma":0.01167318,"domain_scores_codex":[0.9679344,0.0259523,0.000833797,0.001257952,0.001871124,0.002150437],"domain_scores_gemma":[0.9529394,0.03808325,0.002275963,0.001115803,0.00357013,0.00201555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002449676,0.00003394285,0.002175964,0.0001451518,0.000005827814,0.0004882283,0.9941202,0.000048222,0.0003124776,0.0007176326,0.0001556514,0.001772157],"study_design_scores_gemma":[0.000003507026,0.00003333939,0.0006657544,0.0001368573,0.000003280578,0.00009140889,0.9974877,0.0001048517,0.00009889136,0.0002034948,0.001163984,0.000006881849],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909415,0.000344935,0.003770528,0.001130691,0.00003166013,0.000656799,0.0001657313,0.00001307306,0.002945054],"genre_scores_gemma":[0.9951806,0.0005808831,0.001721963,0.0004411441,0.00001065538,0.0008665011,0.00008203903,0.00002739151,0.001088847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03603712,"threshold_uncertainty_score":0.1905848,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388153355","doi":"10.1016/j.jocd.2023.101437","title":"DXA Reporting Updates: 2023 Official Positions of the International Society for Clinical Densitometry","year":2023,"lang":"en","type":"review","venue":"Journal of Clinical Densitometry","topic":"Radiology practices and education","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Task force; Medical physics; Medical education","authors":[{"name":"Diane Krueger","is_ca":false},{"name":"S. Bobo Tanner","is_ca":false},{"name":"Auryan Szalat","is_ca":false},{"name":"Alan O. Malabanan","is_ca":false},{"name":"Tyler M. Prout","is_ca":false},{"name":"Adrian Lau","is_ca":true},{"name":"Harold N. Rosen","is_ca":false},{"name":"Christopher Shuhart","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.514800109750459,"gpt":0.627988130819371,"spread":0.113188021068912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006268498,0.00124132,0.002053205,0.005783243,0.0005344134,0.002834667,0.001946091,0.003425654,0.02672019],"category_scores_gemma":[0.01372105,0.0006026717,0.001233602,0.00396886,0.0006024555,0.001926831,0.002038487,0.003331386,0.01890402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001361642,"about_ca_system_score_gemma":0.007553841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005498459,"about_ca_topic_score_gemma":0.008596422,"domain_scores_codex":[0.997183,0.0004332015,0.0006224961,0.0001853968,0.001373448,0.0002024294],"domain_scores_gemma":[0.9862171,0.002293753,0.002234835,0.0002961292,0.008049533,0.0009086882],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009146515,0.00004590783,0.0003069605,0.003642784,0.00004395004,0.00005111829,0.0000170044,0.00004437238,0.0002424967,0.0006078769,0.5473085,0.4475976],"study_design_scores_gemma":[0.00004864754,0.00003281095,0.001245167,0.004139411,0.00008365349,0.0001694766,0.00001850959,0.00003817694,0.00009874119,0.0002346145,0.9938781,0.00001274353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003677985,0.9100615,0.001181236,0.02236279,0.04366468,0.0002093262,0.002226654,0.0004111273,0.01951493],"genre_scores_gemma":[0.0019341,0.9344158,0.003293941,0.01350865,0.02249452,0.0001996868,0.004481304,0.00009531906,0.01957673],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9937315,"threshold_uncertainty_score":0.08938795,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2072379823","doi":"10.1016/j.jacr.2013.04.001","title":"The Evolving Role of the Radiologist: The Vancouver Workload Utilization Evaluation Study","year":2013,"lang":"en","type":"article","venue":"Journal of the American College of Radiology","topic":"Radiology practices and education","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; Vancouver General Hospital; Fraser Health; University of British Columbia","funders":"","keywords":"Workload; Observational study; Medicine; Health care; Teleradiology; Interpreter; Medical physics; Radiology; Computer science; Telemedicine","authors":[{"name":"Deljit Dhanoa","is_ca":true},{"name":"Tajinder S. Dhesi","is_ca":true},{"name":"Kirsteen R. Burton","is_ca":true},{"name":"Savvas Nicolaou","is_ca":true},{"name":"Teresa Liang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0271039434608988,"gpt":0.32436192362329,"spread":0.2972579801623912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004477166,0.0002504543,0.0003465764,0.002830594,0.002517246,0.003784215,0.00175732,0.001070793,0.001584321],"category_scores_gemma":[0.02872487,0.0004275687,0.0003306523,0.005455667,0.001344157,0.002004846,0.00252108,0.001504681,0.0003479172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009194281,"about_ca_system_score_gemma":0.01112809,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6445544,"about_ca_topic_score_gemma":0.8414349,"domain_scores_codex":[0.9960378,0.001075337,0.0002846011,0.000249086,0.00174295,0.000610129],"domain_scores_gemma":[0.9807937,0.003654111,0.003074212,0.0005454439,0.008072767,0.00385979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009953055,0.00009780934,0.9858927,0.00002281938,0.00002670156,0.00007294335,0.003550376,0.00003641428,0.00005649994,0.0001363846,0.001594712,0.008413029],"study_design_scores_gemma":[0.000007274307,0.00004914165,0.9811106,0.00005144464,0.00001517647,0.00007944592,0.01679214,0.0001525831,0.00004253448,0.00005422527,0.001632511,0.0000129476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926174,0.0004598635,0.00005671632,0.00160394,0.00002096934,0.00002598163,0.0004558977,0.000002412871,0.004756829],"genre_scores_gemma":[0.9983894,0.0003530902,0.00008921551,0.0002608606,0.00001462237,0.00002207466,0.0003126321,0.00000710019,0.0005510806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6445544,"threshold_uncertainty_score":0.7150777,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2071710262","doi":"10.1016/j.acra.2012.03.009","title":"Awareness and Level of Knowledge of Interventional Radiology among Medical Students at a Canadian Institution","year":2012,"lang":"en","type":"article","venue":"Academic Radiology","topic":"Radiology practices and education","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Medicine; Medical school; Perception; Family medicine; Medical education; Interventional radiology; Psychology; Radiology","authors":[{"name":"Lauren O’Malley","is_ca":true},{"name":"Sriharsha Athreya","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1059627696544236,"gpt":0.4181405157890495,"spread":0.3121777461346258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001094866,0.0002727294,0.000413901,0.00219469,0.004389024,0.002198048,0.001304587,0.0009985403,0.004029702],"category_scores_gemma":[0.005061062,0.0005151613,0.0006417102,0.002415055,0.001477263,0.0007917722,0.001109817,0.001759948,0.0004348989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01792422,"about_ca_system_score_gemma":0.03157874,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9346539,"about_ca_topic_score_gemma":0.9589435,"domain_scores_codex":[0.9981527,0.000113564,0.0000983527,0.0001311432,0.0006846943,0.0008195695],"domain_scores_gemma":[0.992218,0.0005920333,0.00125087,0.0001024464,0.002647342,0.003189339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004122586,0.0002374589,0.9889997,0.00002566891,0.00001803842,0.0001561662,0.006757841,0.00004008411,0.0002448537,0.00008692504,0.0005602785,0.002831883],"study_design_scores_gemma":[0.000004371395,0.00009615548,0.9826216,0.0000399524,0.00001421131,0.0001397283,0.01581792,0.0001521191,0.00007330214,0.0000223984,0.0009942364,0.00002400515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968786,0.0001043803,0.00002700922,0.0004221876,0.000008133876,0.00002088567,0.0001735886,0.000004530285,0.002360652],"genre_scores_gemma":[0.9986112,0.0001519504,0.00007617695,0.0001861228,0.000007060117,0.000007721273,0.0001051314,0.00000250563,0.0008521618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06534606,"threshold_uncertainty_score":0.1314617,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2096384095","doi":"10.1111/j.1365-2929.2006.02539.x","title":"To blind or not to blind? What authors and reviewers prefer","year":2006,"lang":"en","type":"article","venue":"Medical Education","topic":"Radiology practices and education","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Blinding; Honesty; Psychology; Transparency (behavior); Credibility; Medical education; Accountability; Double blind; Preference; MEDLINE; Medicine; Social psychology; Alternative medicine; Political science; Law","authors":[{"name":"Glenn Regehr","is_ca":true},{"name":"Georges Bordage","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04774141375866328,"gpt":0.4192192609667214,"spread":0.3714778472080581,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2945785,0.0005273627,0.001978529,0.003833618,0.004850429,0.01249294,0.002217248,0.00831022,0.002795554],"category_scores_gemma":[0.6215432,0.001220489,0.002464203,0.003395968,0.005073818,0.01370768,0.004139077,0.003957722,0.00224097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003485845,"about_ca_system_score_gemma":0.009891556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002076617,"about_ca_topic_score_gemma":0.005116791,"domain_scores_codex":[0.7161207,0.1969617,0.04428776,0.008617518,0.0292726,0.004739748],"domain_scores_gemma":[0.4796051,0.2835166,0.09069201,0.02108672,0.08877461,0.03632495],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003418501,0.0003402721,0.1639082,0.009721403,0.002635707,0.001180387,0.07302942,0.0005588708,0.002521427,0.007571863,0.1078682,0.6272458],"study_design_scores_gemma":[0.003037977,0.003201626,0.140574,0.02850948,0.003543437,0.02459772,0.2371226,0.004575043,0.004283593,0.07786133,0.4698722,0.002821091],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.328619,0.09606928,0.02591835,0.5053977,0.01780587,0.002090515,0.0006305953,0.0004852166,0.02298329],"genre_scores_gemma":[0.7700723,0.02535745,0.04866649,0.1402141,0.008248644,0.001916905,0.0003805938,0.0002745791,0.00486894],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7054214,"threshold_uncertainty_score":0.8699102,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2046413825","doi":"10.1007/s10140-009-0795-9","title":"The DePICTORS Study: discrepancies in preliminary interpretation of CT scans between on-call residents and staff","year":2009,"lang":"en","type":"article","venue":"Emergency Radiology","topic":"Radiology practices and education","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital; Centre for Advancing Health Outcomes; University of British Columbia","funders":"McKnight Foundation","keywords":"Medicine; Interpretation (philosophy); Medical physics; Radiology; Nuclear medicine; Linguistics","authors":[{"name":"Jessica Walls","is_ca":true},{"name":"Natalie Hunter","is_ca":true},{"name":"Penelope M. A. Brasher","is_ca":true},{"name":"Stephen Ho","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02101697465957234,"gpt":0.3436635513717205,"spread":0.3226465767121481,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005771933,0.0005515127,0.0003201133,0.002389734,0.0008711191,0.00129898,0.000915749,0.001613829,0.002557952],"category_scores_gemma":[0.04336248,0.0005626651,0.0004818853,0.0006869442,0.0008412439,0.001282069,0.001390923,0.001043526,0.0008606829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006355316,"about_ca_system_score_gemma":0.0008144924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003457592,"about_ca_topic_score_gemma":0.003650027,"domain_scores_codex":[0.9960297,0.001704282,0.0006489796,0.0004223276,0.0008765683,0.0003181488],"domain_scores_gemma":[0.9757473,0.01240689,0.005307811,0.002347435,0.003075474,0.001115051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004957514,0.0003611471,0.8871447,0.0002099564,0.0002316623,0.01826312,0.01445,0.0002500499,0.0414942,0.0004264803,0.002147193,0.03006398],"study_design_scores_gemma":[0.0001988297,0.002048097,0.9281586,0.0001413545,0.0003349099,0.03407901,0.009267097,0.001051446,0.02138912,0.0002609632,0.002987596,0.00008297533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973328,0.0001695902,0.0007440856,0.0002107756,0.00004155483,0.00004560907,0.0000823709,0.00002404241,0.001349134],"genre_scores_gemma":[0.9984327,0.00007383058,0.0008186381,0.0001071201,0.00004630513,0.00002023983,0.00008838859,0.00002110466,0.0003915336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005771933,"threshold_uncertainty_score":0.03052527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2782005949","doi":"10.1002/jum.14519","title":"Obstetric and Gynecologic Ultrasound Curriculum and Competency Assessment in Residency Training Programs: Consensus Report","year":2018,"lang":"en","type":"article","venue":"Journal of Ultrasound in Medicine","topic":"Radiology practices and education","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Samsung; National Institutes of Health","keywords":"Medicine; Residency training; Curriculum; Medical education; MEDLINE; Medical physics; Obstetrics; Family medicine; Continuing education","authors":[{"name":"Alfred Abuhamad","is_ca":false},{"name":"Katherine K. Minton","is_ca":false},{"name":"Carol B. Benson","is_ca":false},{"name":"Trish Chudleigh","is_ca":false},{"name":"Lori Crites","is_ca":false},{"name":"Peter M. Doubilet","is_ca":false},{"name":"Rita W. Driggers","is_ca":false},{"name":"Wesley Lee","is_ca":false},{"name":"Karen Mann","is_ca":true},{"name":"James J. Perez","is_ca":false},{"name":"Nancy C. Rose","is_ca":false},{"name":"Lynn L. Simpson","is_ca":false},{"name":"Ann Tabor","is_ca":false},{"name":"Beryl R. Benacerraf","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04528586187516064,"gpt":0.3704832596054179,"spread":0.3251973977302572,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1096787,0.0008916444,0.001708752,0.006443385,0.001562497,0.002755744,0.004618788,0.002896419,0.001704215],"category_scores_gemma":[0.1288356,0.0007983776,0.002567973,0.006523376,0.0008711357,0.002671977,0.004495432,0.003430201,0.0008880817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006177894,"about_ca_system_score_gemma":0.03947626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01261459,"about_ca_topic_score_gemma":0.01672348,"domain_scores_codex":[0.9278594,0.01743311,0.02019445,0.00351876,0.0286538,0.002340492],"domain_scores_gemma":[0.7718304,0.04243262,0.02433535,0.006457228,0.146937,0.008007345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003435781,0.001784881,0.1201671,0.02334816,0.001499663,0.0007012527,0.004373719,0.004391823,0.002918113,0.004709775,0.1062738,0.729488],"study_design_scores_gemma":[0.0007977302,0.001741581,0.4718179,0.07749197,0.002956242,0.002193329,0.0135977,0.01369425,0.009853955,0.006099279,0.3992363,0.0005197106],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.3007056,0.1395202,0.2100519,0.1648653,0.01545545,0.03579105,0.02392333,0.001814069,0.1078733],"genre_scores_gemma":[0.5295054,0.06664988,0.324875,0.01144734,0.001589569,0.02068018,0.03699093,0.0004233254,0.007838324],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1096787,"threshold_uncertainty_score":0.5800434,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2900871316","doi":"10.1186/s12909-018-1364-2","title":"E-learning for chest x-ray interpretation improves medical student skills and confidence levels","year":2018,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Radiology practices and education","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Interpretation (philosophy); Medical education; Educational measurement; Psychology; Medicine; Curriculum; Computer science; Pedagogy","authors":[{"name":"Shauna Wentzell","is_ca":false},{"name":"L. A. Juárez Morán","is_ca":false},{"name":"Julian Dobranowski","is_ca":true},{"name":"Anthony J Levinson","is_ca":true},{"name":"Ailish Hannigan","is_ca":false},{"name":"Colum Dunne","is_ca":false},{"name":"Deirdre McGrath","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02212223168746808,"gpt":0.4075856688042841,"spread":0.385463437116816,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001233699,0.0003880278,0.000405265,0.0003179071,0.000196217,0.0007303371,0.0004709328,0.0005295658,0.003755492],"category_scores_gemma":[0.004901353,0.0001335137,0.000386601,0.0001961207,0.0001873362,0.0003481265,0.001005535,0.0008179281,0.0007517937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002773823,"about_ca_system_score_gemma":0.0005776217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003832533,"about_ca_topic_score_gemma":0.0005629221,"domain_scores_codex":[0.9993125,0.0001856588,0.00004940067,0.00009148315,0.0002005813,0.0001603276],"domain_scores_gemma":[0.9969633,0.0008146235,0.0006965864,0.0001147899,0.0003032548,0.001107436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004590539,0.09144496,0.2356275,0.0008847372,0.0001865967,0.000263383,0.003120329,0.0009788388,0.02617689,0.0001146178,0.003116247,0.6334953],"study_design_scores_gemma":[0.000378967,0.03412334,0.9522257,0.000179433,0.0001099722,0.0002653512,0.001300187,0.0008895483,0.007789829,0.000088644,0.002623645,0.00002532664],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987891,0.00006977167,0.0001337916,0.0001034194,0.00001180533,0.00004050726,0.00001552109,0.00002283998,0.0008131922],"genre_scores_gemma":[0.9971452,0.0001295015,0.001357715,0.00006344989,0.00001536255,0.00005932935,0.00005560925,0.00000320751,0.001170646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003755492,"threshold_uncertainty_score":0.01256335,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2122192875","doi":"10.5812/traumamon.12023","title":"Interpretation of Computed Tomography of the Head: Emergency Physicians versus Radiologists","year":2013,"lang":"en","type":"article","venue":"Trauma Monthly","topic":"Radiology practices and education","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Computed tomography; Interpretation (philosophy); Head (geology); Radiology; Emergency department; Medical physics","authors":[{"name":"Ali Arhami Dolatabadi","is_ca":false},{"name":"Alireza Baratloo","is_ca":false},{"name":"Alaleh Rouhipour","is_ca":false},{"name":"Ali Abdalvand","is_ca":true},{"name":"Hamidreza Hatamabadi","is_ca":false},{"name":"Mohammadmehdi Forouzanfar","is_ca":false},{"name":"Majid Shojaee","is_ca":false},{"name":"Behrooz Hashemi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0308601750829819,"gpt":0.310545806216007,"spread":0.2796856311330251,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008849872,0.0004278003,0.0005863844,0.001901955,0.0003380703,0.001602701,0.0006287981,0.00102836,0.002026955],"category_scores_gemma":[0.04772488,0.0002796084,0.0004036354,0.001606039,0.001504775,0.002637161,0.0007289603,0.0006361984,0.000405931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006826844,"about_ca_system_score_gemma":0.0005231909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007076626,"about_ca_topic_score_gemma":0.0008742831,"domain_scores_codex":[0.9879154,0.00556306,0.001557464,0.0009403529,0.003449589,0.0005741216],"domain_scores_gemma":[0.9570687,0.02432269,0.01401852,0.0005235616,0.002874302,0.001192118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005131009,0.00007943618,0.98633,0.0002008702,0.0001092223,0.0004030949,0.0008304783,0.00005105498,0.0002558079,0.00009452552,0.0002732204,0.0108593],"study_design_scores_gemma":[0.00002898357,0.0008862699,0.9859836,0.0003207707,0.0001910369,0.007194969,0.003429352,0.0004349848,0.0003286508,0.000296499,0.0008847018,0.00002024109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868412,0.009072865,0.0005801757,0.001070969,0.0001761764,0.0000316232,0.00006530694,0.000006828347,0.002154784],"genre_scores_gemma":[0.9975219,0.001518929,0.000290385,0.0001750942,0.000332177,0.00001237124,0.00003958275,0.000004276034,0.0001052382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008849872,"threshold_uncertainty_score":0.04680318,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3035169645","doi":"10.1148/rg.2020190090","title":"Missed Breast Cancer: Effects of Subconscious Bias and Lesion Characteristics","year":2020,"lang":"en","type":"review","venue":"Radiographics","topic":"Radiology practices and education","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Breast cancer; Overdiagnosis; Mammography; Breast imaging; Malpractice; Cancer; Radiology; Intensive care medicine; Internal medicine","authors":[{"name":"Leslie R. Lamb","is_ca":true},{"name":"Marina Mohallem Fonseca","is_ca":true},{"name":"Raman Verma","is_ca":true},{"name":"Jean M. Seely","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07611708603453564,"gpt":0.3637870241713732,"spread":0.2876699381368376,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001535009,0.0005792906,0.001238,0.002179917,0.0002090086,0.001285872,0.000726402,0.0008458698,0.002649737],"category_scores_gemma":[0.005573511,0.0002293755,0.0009287467,0.001850654,0.000631011,0.0009851627,0.0005691393,0.0007006159,0.0008075451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007859318,"about_ca_system_score_gemma":0.001456825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002648637,"about_ca_topic_score_gemma":0.004648376,"domain_scores_codex":[0.9989141,0.0003905572,0.0002007211,0.0001195413,0.0003368789,0.00003809216],"domain_scores_gemma":[0.9969789,0.002092804,0.0004649419,0.00005457202,0.0003665499,0.00004224896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007011235,0.00002593168,0.001570989,0.04373835,0.0003227371,0.0002223875,0.0001643279,0.0001457316,0.0002858818,0.001652839,0.01437433,0.9374263],"study_design_scores_gemma":[0.00005721837,0.0003278524,0.03310843,0.08726857,0.002657922,0.01574736,0.0006714704,0.0002094019,0.0009021501,0.002907346,0.8560482,0.00009401489],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001858403,0.9990517,0.00004899563,0.0001707925,0.00005991546,0.000004762524,0.00001253229,0.000002177035,0.0004632189],"genre_scores_gemma":[0.002306121,0.9969464,0.0001443531,0.0002036555,0.0001176352,0.000008215116,0.00002397127,0.000001500774,0.0002482093],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002649737,"threshold_uncertainty_score":0.008864224,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4289223117","doi":"10.1016/j.annemergmed.2022.06.001","title":"A Systematic Review of Interventions to Reduce Computed Tomography Usage in the Emergency Department","year":2022,"lang":"en","type":"review","venue":"Annals of Emergency Medicine","topic":"Radiology practices and education","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Cumming School of Medicine, University of Calgary; Alberta Health Services","keywords":"Medicine; Emergency department; Computed tomography; Psychological intervention; Medical emergency; Medical physics; Emergency medicine; Radiology; Nursing","authors":[{"name":"Cody Dunne","is_ca":true},{"name":"Jason L Elzinga","is_ca":true},{"name":"Allen Vorobeichik","is_ca":true},{"name":"Sanjana Sudershan","is_ca":true},{"name":"Diana Keto‐Lambert","is_ca":true},{"name":"Eddy Lang","is_ca":true},{"name":"Shawn Dowling","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3428944994008815,"gpt":0.5228632551706905,"spread":0.1799687557698091,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01573069,0.002512968,0.01238521,0.01054701,0.0009265503,0.003224137,0.002329942,0.002395136,0.006721034],"category_scores_gemma":[0.06680664,0.001248434,0.01280794,0.008559969,0.0009728915,0.002446098,0.001507588,0.001736001,0.0004701335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005353362,"about_ca_system_score_gemma":0.01572774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007745782,"about_ca_topic_score_gemma":0.02207972,"domain_scores_codex":[0.979889,0.009211658,0.006282039,0.00111635,0.00311997,0.0003810756],"domain_scores_gemma":[0.9676794,0.02217339,0.00596926,0.0005205758,0.003281746,0.0003755405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000332409,0.00002991033,0.0002902986,0.9615103,0.01620151,0.00006225619,0.000124338,0.00009112323,0.0001109222,0.0001232157,0.0006814335,0.02044231],"study_design_scores_gemma":[0.001025077,0.000466238,0.00248982,0.8276697,0.1567134,0.0001747494,0.0001997218,0.0001375472,0.0002468339,0.0002511893,0.01058919,0.00003657522],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001618364,0.9943757,0.0004236541,0.0003386861,0.0002448809,0.002015288,0.0004865424,0.00002272573,0.0004741421],"genre_scores_gemma":[0.02822114,0.9627155,0.002894404,0.0009154386,0.0001749655,0.004474494,0.0003339416,0.00001429266,0.0002558398],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01573069,"threshold_uncertainty_score":0.08319288,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2118073651","doi":"10.1111/j.1365-2923.2011.04165.x","title":"Prevalence of abnormal cases in an image bank affects the learning of radiograph interpretation","year":2012,"lang":"en","type":"article","venue":"Medical Education","topic":"Radiology practices and education","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Medical diagnosis; Contrast (vision); Test (biology); Physical therapy; Radiology; Artificial intelligence","authors":[{"name":"Martin Pusic","is_ca":false},{"name":"John S. Andrews","is_ca":false},{"name":"David Kessler","is_ca":false},{"name":"David C Teng","is_ca":false},{"name":"Martin Pecaric","is_ca":false},{"name":"Carrie Ruzal‐Shapiro","is_ca":false},{"name":"Kathy Boutis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01397744199857504,"gpt":0.358560529380937,"spread":0.3445830873823619,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01227882,0.0005445544,0.0007515369,0.0006353804,0.0003468825,0.0009524254,0.0006930729,0.001287689,0.001709472],"category_scores_gemma":[0.05746837,0.0005684892,0.0005046072,0.0002311643,0.0009308428,0.00124374,0.0008838451,0.0007106342,0.000316913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005209596,"about_ca_system_score_gemma":0.0007390269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003595729,"about_ca_topic_score_gemma":0.00042533,"domain_scores_codex":[0.9890832,0.006413267,0.000800394,0.001159481,0.002093113,0.000450503],"domain_scores_gemma":[0.9439723,0.04031146,0.01030613,0.001748958,0.001340521,0.002320624],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1163631,0.07128263,0.5723773,0.001241623,0.0009491724,0.0003372708,0.003674598,0.002205527,0.02183764,0.0001317737,0.0007166328,0.2088827],"study_design_scores_gemma":[0.004563927,0.3244808,0.6567224,0.0001495825,0.0004435026,0.000537319,0.0007122612,0.002488333,0.008730678,0.0001564849,0.0009323715,0.00008225681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999395,0.00009230382,0.0001566828,0.00002762394,0.000006216575,0.0001232487,0.00001008074,0.000009758384,0.0001790468],"genre_scores_gemma":[0.9985662,0.00007573347,0.000930673,0.00004047211,0.00001420094,0.0001698171,0.00003051495,0.000003072636,0.0001692214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9877212,"threshold_uncertainty_score":0.06493741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2166332180","doi":"10.3109/0142159x.2011.565832","title":"Technology-enabled assessment of health professions education: Consensus statement and recommendations from the Ottawa 2010 conference","year":2011,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Radiology practices and education","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"NOSM University","funders":"","keywords":"Context (archaeology); Health technology; Needs assessment; Technology assessment; Public relations; Engineering ethics; Knowledge management; Medical education; Medicine; Political science; Health care; Engineering; Computer science","authors":[{"name":"Zubair Amin","is_ca":false},{"name":"John R. Boulet","is_ca":false},{"name":"David A. Cook","is_ca":false},{"name":"Rachel Ellaway","is_ca":true},{"name":"Ahmed Hassan Fahal","is_ca":false},{"name":"Roger Kneebone","is_ca":false},{"name":"Moira Maley","is_ca":false},{"name":"Doris Østergaard","is_ca":false},{"name":"Gominda Ponnamperuma","is_ca":false},{"name":"Andy Wearn","is_ca":false},{"name":"Amitai Ziv","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1032638969186916,"gpt":0.4246634007164996,"spread":0.321399503797808,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.204425,0.00268647,0.004635283,0.0137469,0.009810882,0.01150078,0.01640289,0.01839817,0.00302301],"category_scores_gemma":[0.1734304,0.00244743,0.006872572,0.01037458,0.01265855,0.0111859,0.01756083,0.02870894,0.002351157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06754645,"about_ca_system_score_gemma":0.2505058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3414165,"about_ca_topic_score_gemma":0.4421839,"domain_scores_codex":[0.8512224,0.04921141,0.05010498,0.004508317,0.03695039,0.008002413],"domain_scores_gemma":[0.6253289,0.1009119,0.01855404,0.007895215,0.2204453,0.02686464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003948438,0.0004583398,0.006911662,0.03138612,0.0004821684,0.001095326,0.01662408,0.003121692,0.001435188,0.02076094,0.5308117,0.386518],"study_design_scores_gemma":[0.0002348467,0.0002362888,0.01488269,0.1238702,0.001060142,0.0007569213,0.03124469,0.001874054,0.002293751,0.02175622,0.8008767,0.0009135701],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002942893,0.1045599,0.01056627,0.8537049,0.01542673,0.001895982,0.0009541833,0.0001902517,0.009759037],"genre_scores_gemma":[0.1615018,0.2973929,0.2850631,0.2056131,0.005269284,0.01099509,0.005994202,0.0007725921,0.02739785],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3414165,"threshold_uncertainty_score":0.9810857,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2976025823","doi":"10.1002/jmrs.356","title":"Radiographic image interpretation by Australian radiographers: a systematic review","year":2019,"lang":"en","type":"review","venue":"Journal of Medical Radiation Sciences","topic":"Radiology practices and education","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Children's Hospital; St. Paul's Hospital","funders":"","keywords":"Inclusion (mineral); Context (archaeology); Medicine; Scopus; Systematic review; Radiological weapon; Relevance (law); MEDLINE; Medical education; Observational study; Medical physics; Family medicine; Psychology; Radiology; Pathology; Political science","authors":[{"name":"Andrew Murphy","is_ca":true},{"name":"Ernest Ekpo","is_ca":false},{"name":"Thomas G. Steffens","is_ca":false},{"name":"Michael J. Neep","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07103698154107332,"gpt":0.4645982877651965,"spread":0.3935613062241232,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03002084,0.001660316,0.008493962,0.01218547,0.00113077,0.004001747,0.002734983,0.003075839,0.003238499],"category_scores_gemma":[0.126574,0.001750178,0.007111372,0.01241944,0.001633909,0.004154085,0.002104754,0.001851198,0.000400508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006378261,"about_ca_system_score_gemma":0.02112136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01029389,"about_ca_topic_score_gemma":0.02474453,"domain_scores_codex":[0.9591729,0.01752704,0.01166695,0.001885058,0.009070619,0.0006774238],"domain_scores_gemma":[0.8530541,0.1028517,0.0261944,0.002046871,0.01484413,0.00100884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001796496,0.00002643211,0.001245896,0.9585736,0.004285981,0.0001286765,0.0005752499,0.0000516135,0.0001112886,0.00009900059,0.001426245,0.03329625],"study_design_scores_gemma":[0.0002083373,0.0003039977,0.007197479,0.953183,0.02668487,0.0005058151,0.0007050756,0.00008821647,0.0001765192,0.000157701,0.01074536,0.00004362458],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001789232,0.9964077,0.0001829839,0.0004409164,0.0001469475,0.0006059237,0.000141567,0.000008720764,0.0002760789],"genre_scores_gemma":[0.02738882,0.9685316,0.001270554,0.0009287143,0.0001484793,0.001443,0.0001494727,0.000008787973,0.0001305904],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03002084,"threshold_uncertainty_score":0.1587672,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2810567526","doi":"10.1016/j.carj.2018.03.006","title":"Barriers to Resident Research in Radiology: A Canadian Perspective","year":2018,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Radiology practices and education","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Hamilton General Hospital; McMaster University","funders":"","keywords":"Mentorship; Medicine; Limiting; Institutional review board; Medical education; Residency training; Clinical research; Family medicine; Radiology; Pathology; Continuing education; Surgery","authors":[{"name":"Kate Hames","is_ca":true},{"name":"Michael N. Patlas","is_ca":true},{"name":"Richard Duszak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05701450400918422,"gpt":0.4026393470666169,"spread":0.3456248430574327,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01814683,0.0003592544,0.0007335946,0.002374339,0.01658446,0.006395265,0.003372023,0.001940644,0.005463152],"category_scores_gemma":[0.05056322,0.0005190052,0.0005110413,0.005796709,0.009323947,0.002327627,0.004351489,0.003362361,0.0003467155],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07683988,"about_ca_system_score_gemma":0.326471,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9715067,"about_ca_topic_score_gemma":0.9813381,"domain_scores_codex":[0.9796087,0.005028289,0.0009811292,0.001071739,0.008101306,0.005208743],"domain_scores_gemma":[0.8863009,0.02167508,0.01350426,0.002066659,0.0400395,0.03641351],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005865882,0.0004868149,0.4224054,0.005070902,0.0002433115,0.003564985,0.1899072,0.0009570723,0.002563487,0.02578884,0.1438517,0.2045737],"study_design_scores_gemma":[0.00008317638,0.0005359795,0.4565856,0.005084562,0.0002354546,0.001861633,0.2786487,0.0006236346,0.0008907313,0.003424393,0.2516012,0.0004250221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4860674,0.0322386,0.001600225,0.4174987,0.001156323,0.0003554963,0.001237908,0.000139437,0.05970576],"genre_scores_gemma":[0.9427666,0.02322732,0.002497376,0.02548674,0.0002695784,0.0001211482,0.0002964704,0.00003791387,0.005296878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9818532,"threshold_uncertainty_score":0.557515,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1964699300","doi":"10.1007/s10979-008-9151-y","title":"Investigating investigators: How presentation order influences participant–investigators’ interpretations of eyewitness identification and alibi evidence.","year":2008,"lang":"en","type":"article","venue":"Law and Human Behavior","topic":"Radiology practices and education","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria; Okanagan College","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Alibi; Suspect; Psychology; Witness; Eyewitness identification; Suggestibility; Presentation (obstetrics); Eyewitness memory; Social psychology; Eyewitness testimony; Legal psychology; Cognitive psychology; Criminology; Relation (database); Computer science","authors":[{"name":"Leora C. Dahl","is_ca":true},{"name":"C. A. Elizabeth Brimacombe","is_ca":true},{"name":"D. Stephen Lindsay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1762653193987168,"gpt":0.3949731348160118,"spread":0.218707815417295,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0178693,0.0004567594,0.0003905324,0.0004299919,0.0008308985,0.002383253,0.0005797662,0.001198704,0.003983244],"category_scores_gemma":[0.1684126,0.0006262428,0.0002515681,0.0002383841,0.001308154,0.002600285,0.001319622,0.001133284,0.0004374087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008135076,"about_ca_system_score_gemma":0.001184564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000630102,"about_ca_topic_score_gemma":0.001300123,"domain_scores_codex":[0.984353,0.01165209,0.0009070276,0.001174032,0.001486487,0.000427289],"domain_scores_gemma":[0.7999108,0.1714581,0.01953356,0.004303162,0.003150958,0.001643411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.05505311,0.01143355,0.2372649,0.001823344,0.0005390134,0.001653056,0.1312463,0.002836161,0.3942704,0.005961634,0.001787487,0.156131],"study_design_scores_gemma":[0.01064513,0.0580679,0.6207737,0.0008707254,0.001629998,0.002495828,0.03698479,0.02560066,0.192337,0.03109824,0.01875326,0.0007427087],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947896,0.0001159852,0.0025157,0.0002272982,0.00003697499,0.0002231958,0.00003047845,0.00002772343,0.00203297],"genre_scores_gemma":[0.9927187,0.0001059751,0.006025781,0.0001426622,0.00003430501,0.0002704966,0.00003045522,0.00002213665,0.0006494742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0178693,"threshold_uncertainty_score":0.09450299,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2096003416","doi":"10.1111/j.1740-8261.2012.01924.x","title":"A COMPARISON OF COMPUTED TOMOGRAPHY, COMPUTED RADIOGRAPHY, AND FILM‐SCREEN RADIOGRAPHY FOR THE DETECTION OF CANINE PULMONARY NODULES","year":2012,"lang":"en","type":"article","venue":"Veterinary Radiology & Ultrasound","topic":"Radiology practices and education","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Radiography; Computed tomography; Radiology; Nuclear medicine; Tomography; Computed radiography; Image quality","authors":[{"name":"Kate Alexander","is_ca":true},{"name":"Hugo Joly","is_ca":false},{"name":"Laurent Blond","is_ca":false},{"name":"Marc‐André d’Anjou","is_ca":false},{"name":"Marie‐Ève Nadeau","is_ca":false},{"name":"Julien Olive","is_ca":false},{"name":"Guy Beauchamp","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04175375701539102,"gpt":0.3292518821333826,"spread":0.2874981251179916,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01175237,0.0007219015,0.0005724697,0.002560295,0.0002325198,0.0009432452,0.0006080901,0.0008382733,0.0004582605],"category_scores_gemma":[0.03455147,0.0007620074,0.0006075765,0.0006715395,0.0005863662,0.001182772,0.0006346086,0.0004364161,0.0001809396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004672356,"about_ca_system_score_gemma":0.0004716483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002049101,"about_ca_topic_score_gemma":0.004303005,"domain_scores_codex":[0.993469,0.003278235,0.0005415831,0.0006753433,0.001799962,0.0002358607],"domain_scores_gemma":[0.9735067,0.01715758,0.002589653,0.001086572,0.004859423,0.0008000857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01082004,0.0003930812,0.8458643,0.0006152886,0.0006227914,0.0005452247,0.001059218,0.001916239,0.03378125,0.0001296486,0.0004662431,0.1037867],"study_design_scores_gemma":[0.0002906414,0.01093354,0.9501792,0.0001279856,0.0006522229,0.00386791,0.0004406722,0.02234812,0.009763281,0.0001554027,0.001148909,0.0000922654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908594,0.002538365,0.005324644,0.00006533734,0.00003759683,0.00009648407,0.00005676027,0.0000668494,0.0009545017],"genre_scores_gemma":[0.9897043,0.0007912322,0.008963191,0.00005052239,0.00003387784,0.00003740414,0.0001896704,0.00001571178,0.0002141863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01175237,"threshold_uncertainty_score":0.06215322,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1993748630","doi":"10.1080/01421590410001679000","title":"Measurement of perception and interpretation skills during radiology training: utility of the script concordance approach","year":2004,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Radiology practices and education","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Concordance; Interpretation (philosophy); Perception; Medical education; Radiology; Psychology; Training (meteorology); Medicine; Computer science; Internal medicine","authors":[{"name":"Lucie Brazeau-Lamontagne","is_ca":true},{"name":"Bernard Charlin","is_ca":true},{"name":"Robert Gagnon","is_ca":true},{"name":"Louise Samson","is_ca":true},{"name":"Cees van der Vleuten","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04280034165244957,"gpt":0.3086378470851786,"spread":0.265837505432729,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02032568,0.000677301,0.0004945419,0.002457472,0.0004261079,0.001419311,0.0007052405,0.0006381426,0.001298365],"category_scores_gemma":[0.07569362,0.000305438,0.0007835276,0.001888445,0.0008891422,0.001945211,0.001405327,0.0007104601,0.0004460074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005125363,"about_ca_system_score_gemma":0.0008607953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001301688,"about_ca_topic_score_gemma":0.00207232,"domain_scores_codex":[0.9766865,0.01279118,0.002286152,0.001503384,0.006259955,0.00047286],"domain_scores_gemma":[0.8955055,0.07324982,0.01322163,0.00517282,0.01133072,0.001519507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001798313,0.0006551888,0.7628744,0.0003854019,0.0003347925,0.0002612305,0.005878199,0.002539956,0.01060801,0.0007899155,0.0006101352,0.2132644],"study_design_scores_gemma":[0.0000695323,0.006416407,0.9564952,0.0001446274,0.0001532882,0.001196426,0.00286971,0.02024227,0.009108944,0.001561769,0.001576824,0.0001650261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501444,0.0001942891,0.04150367,0.00009826028,0.00007158548,0.0007273595,0.0001912257,0.0001388014,0.00693042],"genre_scores_gemma":[0.9680016,0.00009844115,0.03067487,0.00005040407,0.00002922449,0.0004012563,0.0001234007,0.00002275702,0.000598077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02032568,"threshold_uncertainty_score":0.1074938,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2606015445","doi":"10.1016/j.jhealeco.2017.12.005","title":"First do no harm – The impact of financial incentives on dental X-rays","year":2017,"lang":"en","type":"article","venue":"Journal of Health Economics","topic":"Radiology practices and education","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Syddansk Universitet; McMaster University; Harvard School of Dental Medicine","keywords":"Salary; Remuneration; Payment; Fee-for-service; Harm; Incentive; Business; Finance; Service (business); Actuarial science; Medicine; Economics; Health care; Psychology; Marketing","authors":[{"name":"Martin Chalkley","is_ca":false},{"name":"Stefan Listl","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05153864835563055,"gpt":0.395651137711641,"spread":0.3441124893560104,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01620496,0.000622455,0.001027457,0.00121838,0.001407373,0.003376897,0.001381837,0.002221252,0.008427701],"category_scores_gemma":[0.08178648,0.0005068093,0.001516908,0.0009404958,0.002211232,0.002192329,0.0035089,0.002094809,0.0007132772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003752147,"about_ca_system_score_gemma":0.003236239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01059058,"about_ca_topic_score_gemma":0.01458409,"domain_scores_codex":[0.981787,0.01101079,0.0007204794,0.0008955521,0.00229685,0.003289327],"domain_scores_gemma":[0.8861355,0.06200254,0.03907084,0.004513755,0.002422947,0.005854457],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002388043,0.001707191,0.8630903,0.000304881,0.0007281709,0.0009081658,0.0006994702,0.02338386,0.0006972441,0.01638929,0.002627198,0.08707622],"study_design_scores_gemma":[0.0002263388,0.003784868,0.9502118,0.0003815091,0.0004542943,0.001491559,0.002208364,0.01676406,0.001050874,0.01482542,0.008474472,0.0001264023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9679112,0.003878365,0.002776716,0.009537596,0.0001771177,0.0001107525,0.0007753785,0.00004874018,0.01478406],"genre_scores_gemma":[0.9969993,0.0003077115,0.0004757809,0.0004079767,0.00006185598,0.00001522371,0.00007176363,0.000005629707,0.001654911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.983795,"threshold_uncertainty_score":0.08570111,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2053625558","doi":"10.1108/09526861211221482","title":"Application of Six Sigma methodology to a diagnostic imaging process","year":2012,"lang":"en","type":"article","venue":"International Journal of Health Care Quality Assurance","topic":"Radiology practices and education","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"DMAIC; Six Sigma; Workflow; Root cause analysis; Patient safety; Pareto analysis; Medicine; Quality management; Operations management; Failure mode and effects analysis; Process (computing); Computer science; Design for Six Sigma; Process management; Health care; Pareto principle; Engineering; Reliability engineering; Management system","authors":[{"name":"Mehmet Tolga Taner","is_ca":false},{"name":"Bülent Sezen","is_ca":false},{"name":"Kamal Atwat","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08989635081275019,"gpt":0.523352092567306,"spread":0.4334557417545558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01144036,0.001199759,0.0006697365,0.005021004,0.001704334,0.004831424,0.001295568,0.0009877529,0.001188493],"category_scores_gemma":[0.01183751,0.0003685819,0.001166762,0.005091828,0.002041267,0.001605345,0.001863648,0.001372509,0.0003313702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00542114,"about_ca_system_score_gemma":0.01303956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005795873,"about_ca_topic_score_gemma":0.004573949,"domain_scores_codex":[0.9857594,0.007246979,0.001411666,0.0008234025,0.004359845,0.0003987608],"domain_scores_gemma":[0.9838052,0.007380794,0.001784521,0.0007440722,0.005972303,0.0003131339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003328909,0.0008283017,0.03088932,0.008382968,0.0004322245,0.001444116,0.02780806,0.07354386,0.01176165,0.09811957,0.00471099,0.741746],"study_design_scores_gemma":[0.0004015195,0.005449914,0.04008041,0.01554965,0.001004849,0.002582833,0.05307057,0.384584,0.0408124,0.277653,0.1781844,0.0006264548],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.108801,0.003477228,0.8605353,0.003171262,0.0002783537,0.003343567,0.0002878,0.0006191721,0.0194863],"genre_scores_gemma":[0.4388273,0.002533534,0.5546032,0.0003472659,0.00005077399,0.001112777,0.0003501596,0.00004651318,0.002128432],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01144036,"threshold_uncertainty_score":0.06050318,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1505472321","doi":"10.1002/lary.23906","title":"Radiologic reporting for paranasal sinus computed tomography: A multi‐institutional review of content and consistency","year":2013,"lang":"en","type":"review","venue":"The Laryngoscope","topic":"Radiology practices and education","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa; University of Calgary","funders":"","keywords":"Computed tomography; Consistency (knowledge bases); Sinus (botany); Paranasal sinuses; Medicine; Radiology; Computer science; Artificial intelligence","authors":[{"name":"Michael W. Deutschmann","is_ca":true},{"name":"Jeffrey C. Yeung","is_ca":true},{"name":"Michael Bosch","is_ca":true},{"name":"John T. Lysack","is_ca":true},{"name":"Michael Kingstone","is_ca":true},{"name":"Shaun Kilty","is_ca":true},{"name":"Luke Rudmik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2706723886140778,"gpt":0.4172959969304925,"spread":0.1466236083164147,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04154146,0.0002247504,0.0003683455,0.008544501,0.001253422,0.001827179,0.001350199,0.0003676477,0.000503825],"category_scores_gemma":[0.1041946,0.0004208866,0.0004689191,0.01164277,0.001805746,0.0009078705,0.001618124,0.0005014801,0.0001355408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006139011,"about_ca_system_score_gemma":0.01545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06506644,"about_ca_topic_score_gemma":0.08716869,"domain_scores_codex":[0.9708156,0.009562699,0.007887929,0.0009544222,0.01002613,0.0007531518],"domain_scores_gemma":[0.7807851,0.04435258,0.05443228,0.01190322,0.1056594,0.002867355],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007613963,0.0000305253,0.9470817,0.0007277704,0.0001079009,0.0001947511,0.003374998,0.00005053327,0.0005707709,0.0001301293,0.002125332,0.04552937],"study_design_scores_gemma":[0.00000938902,0.00006428334,0.9845698,0.001154014,0.0002041506,0.0006427147,0.004038089,0.0002462113,0.0006223348,0.00002816756,0.008399545,0.00002115497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9392751,0.04172869,0.003867436,0.004537245,0.0002956232,0.001507369,0.002652284,0.00008285342,0.006053443],"genre_scores_gemma":[0.9820327,0.01176333,0.003533042,0.0005546053,0.0001090525,0.0003538552,0.00136495,0.00002483761,0.0002635756],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9584585,"threshold_uncertainty_score":0.2196949,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973330233","doi":"10.1097/01.rvi.0000141334.56973.91","title":"The Future Interventional Radiologist: Clinician or Hired Gun?","year":2004,"lang":"en","type":"article","venue":"Journal of Vascular and Interventional Radiology","topic":"Radiology practices and education","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakeridge Health; University of Toronto","funders":"","keywords":"Medicine; Interventional radiology; Radiology; Medical physics","authors":[{"name":"Mark O. Baerlocher","is_ca":true},{"name":"Murray Asch","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0319494487283746,"gpt":0.3620182038158815,"spread":0.3300687550875069,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00375482,0.000312009,0.0004909798,0.001045435,0.002818423,0.002937724,0.001127148,0.01040892,0.03053663],"category_scores_gemma":[0.02759519,0.0003309125,0.0003315526,0.0004697505,0.002712012,0.007012041,0.001421108,0.005896897,0.004610769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00229958,"about_ca_system_score_gemma":0.005767775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004223053,"about_ca_topic_score_gemma":0.01393246,"domain_scores_codex":[0.9972997,0.0008939279,0.0002187533,0.0003681357,0.0006092804,0.0006101552],"domain_scores_gemma":[0.988919,0.002217626,0.001260677,0.0001754097,0.001799746,0.005627442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004380116,0.0006892151,0.09245742,0.0006433703,0.00003869796,0.04458352,0.008587165,0.000319909,0.001249006,0.04484616,0.5934711,0.2126765],"study_design_scores_gemma":[0.0002810255,0.0008456968,0.04380376,0.00609524,0.0001087549,0.2197703,0.09038346,0.001994214,0.001040482,0.05873053,0.5766512,0.0002953703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03602439,0.01231839,0.002055023,0.8927354,0.0143697,0.00003272041,0.00008842687,0.00007051524,0.04230542],"genre_scores_gemma":[0.6508404,0.02587195,0.005350992,0.2489325,0.02908617,0.00007983262,0.0001469019,0.00009550816,0.03959577],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03053663,"threshold_uncertainty_score":0.1021551,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2158859391","doi":"10.1245/s10434-012-2738-z","title":"Do MRI Reports Contain Adequate Preoperative Staging Information for End Users to Make Appropriate Treatment Decisions for Rectal Cancer?","year":2012,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Radiology practices and education","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Institute for Clinical Evaluative Sciences; Mount Sinai Hospital","funders":"Advanced Scientific Computing Research","keywords":"Medicine; Colorectal cancer; Audit; Radiology; Cancer; Lymph node; Population; Specialty; Medical physics; Internal medicine; Pathology","authors":[{"name":"Eisar Al‐Sukhni","is_ca":true},{"name":"David Messenger","is_ca":true},{"name":"J. Charles Victor","is_ca":true},{"name":"Robin S. McLeod","is_ca":true},{"name":"Erin Kennedy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1552281956398255,"gpt":0.462805991162023,"spread":0.3075777955221976,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01064714,0.0002943798,0.000481762,0.003781478,0.0004136352,0.002353279,0.0008619492,0.001583343,0.005037413],"category_scores_gemma":[0.1799426,0.0005768501,0.0003909056,0.002460453,0.000863011,0.005496404,0.0008782624,0.0007331735,0.002293609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000399904,"about_ca_system_score_gemma":0.001277204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002604709,"about_ca_topic_score_gemma":0.003936736,"domain_scores_codex":[0.9931872,0.003297863,0.001600202,0.000310509,0.00120655,0.0003976472],"domain_scores_gemma":[0.8483374,0.08152135,0.03364017,0.008295355,0.02572653,0.002479214],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000777378,0.0003181581,0.7711369,0.001030795,0.0001689638,0.0009491266,0.001457587,0.0002456545,0.001274408,0.001246587,0.01652317,0.2048713],"study_design_scores_gemma":[0.0001718267,0.0007039569,0.8925483,0.005111919,0.0007775961,0.009644619,0.008786862,0.003633281,0.006475165,0.005344534,0.06666779,0.0001340933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8007001,0.03790745,0.01278836,0.0914975,0.001919286,0.0002339016,0.00804437,0.0005618173,0.04634721],"genre_scores_gemma":[0.9710107,0.009156533,0.008518043,0.007141109,0.001392423,0.00004807676,0.001736416,0.0001168553,0.0008798141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9893529,"threshold_uncertainty_score":0.05630809,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2774489978","doi":"10.1016/j.acra.2017.10.009","title":"Review of Simulation Training in Interventional Radiology","year":2017,"lang":"en","type":"review","venue":"Academic Radiology","topic":"Radiology practices and education","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Joseph’s Healthcare Hamilton; Princess Margaret Cancer Centre; McMaster University; University of Toronto; Ontario Institute for Cancer Research","funders":"","keywords":"Apprenticeship; Training (meteorology); Medical simulation; Computer science; Simulation training; Clinical Practice; Medical physics; Medical education; Medicine; Simulation; Nursing","authors":[{"name":"Souzan Mirza","is_ca":true},{"name":"Sriharsha Athreya","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3735764671418563,"gpt":0.5475979593601423,"spread":0.1740214922182861,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002012205,0.001106616,0.002321341,0.006902426,0.0004633042,0.00198705,0.001811185,0.001953378,0.006463738],"category_scores_gemma":[0.009225308,0.000477039,0.001445526,0.006946045,0.000784964,0.001994358,0.001698761,0.001367505,0.0009306596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001342526,"about_ca_system_score_gemma":0.005346513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004130169,"about_ca_topic_score_gemma":0.00895812,"domain_scores_codex":[0.9985865,0.0003239038,0.0004759384,0.000193438,0.0003430751,0.00007712857],"domain_scores_gemma":[0.9940816,0.004178405,0.0007919256,0.00008243346,0.000673575,0.0001920058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001155319,0.00008542289,0.0007606362,0.2365471,0.0005681128,0.0001824085,0.0001705084,0.0003533885,0.0002591384,0.001375404,0.02846203,0.7311202],"study_design_scores_gemma":[0.00009553898,0.0001860524,0.005352675,0.2771235,0.003016084,0.002108872,0.0004080067,0.0001798801,0.0002389375,0.001658908,0.7095577,0.00007373877],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007752251,0.9992154,0.00003956779,0.0001990213,0.0001433949,0.000006270488,0.00002884295,0.000002852847,0.0002870992],"genre_scores_gemma":[0.0006011741,0.9987921,0.000102268,0.0002526574,0.0001422266,0.000006436381,0.00003356309,8.763321e-7,0.00006880864],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006902426,"threshold_uncertainty_score":0.02162337,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400642441","doi":"10.1016/j.acra.2024.06.046","title":"Large Language Models as Tools to Generate Radiology Board-Style Multiple-Choice Questions","year":2024,"lang":"en","type":"article","venue":"Academic Radiology","topic":"Radiology practices and education","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan; Royal University Hospital","funders":"","keywords":"Style (visual arts); Radiology; Computer science; Editorial board; Medicine; Library science","authors":[{"name":"Neel Mistry","is_ca":true},{"name":"Huzaifa Saeed","is_ca":true},{"name":"Sidra Rafique","is_ca":true},{"name":"Thuy Le","is_ca":true},{"name":"Haron Obaid","is_ca":true},{"name":"Scott Adams","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04522509973484705,"gpt":0.374001664389616,"spread":0.328776564654769,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0461589,0.001669248,0.0006178896,0.00251901,0.0007407692,0.004009455,0.00187861,0.001097249,0.01602177],"category_scores_gemma":[0.1918933,0.0008350572,0.00123589,0.001252067,0.0008854678,0.003643791,0.004877694,0.002205552,0.003232999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002402609,"about_ca_system_score_gemma":0.003440931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001073351,"about_ca_topic_score_gemma":0.002452739,"domain_scores_codex":[0.9529658,0.03873483,0.002280463,0.001800191,0.003626825,0.0005918958],"domain_scores_gemma":[0.7075827,0.2547524,0.01012358,0.009817723,0.01579157,0.001931999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002968708,0.00343581,0.02859026,0.003018259,0.0002165662,0.0007027822,0.02223433,0.03065692,0.01716522,0.02920279,0.05994131,0.801867],"study_design_scores_gemma":[0.003526419,0.004451976,0.02450841,0.004303554,0.0004939247,0.001352654,0.01680665,0.531562,0.05737328,0.09573889,0.258905,0.0009772124],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1741181,0.000562818,0.7715143,0.003166357,0.0005170124,0.01337223,0.004181729,0.01301112,0.01955635],"genre_scores_gemma":[0.2350532,0.0001995433,0.745499,0.0006074469,0.00008987785,0.0115376,0.002741056,0.0008216465,0.003450643],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0461589,"threshold_uncertainty_score":0.2441145,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2995642475","doi":"10.1016/j.acra.2019.11.011","title":"“Green Fingerprint” Project: Evaluation of the Power Consumption of Reporting Stations in a Radiology Department","year":2019,"lang":"en","type":"article","venue":"Academic Radiology","topic":"Radiology practices and education","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Consumption (sociology); Energy consumption; Power consumption; Oil consumption; Environmental science; Power (physics); Automotive engineering; Engineering","authors":[{"name":"Nicolin Hainc","is_ca":true},{"name":"Philipp Brantner","is_ca":false},{"name":"Caroline Zaehringer","is_ca":false},{"name":"Joachim Hohmann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1029087595875691,"gpt":0.4227869017656983,"spread":0.3198781421781292,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002131151,0.0005385148,0.0003954408,0.001242004,0.0004777537,0.000564432,0.001078961,0.000735358,0.001700632],"category_scores_gemma":[0.004825069,0.0002487117,0.0003896622,0.001285109,0.0004417984,0.0008564057,0.0008811972,0.0004146533,0.0004230647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007905411,"about_ca_system_score_gemma":0.001109665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005854158,"about_ca_topic_score_gemma":0.005975131,"domain_scores_codex":[0.9981331,0.0007584185,0.00009527367,0.0002518978,0.0005902881,0.0001709502],"domain_scores_gemma":[0.995914,0.001392824,0.000598827,0.0004319953,0.001124067,0.0005382029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007513907,0.005541274,0.5873951,0.0008707398,0.0007025653,0.001234452,0.002715513,0.0398657,0.03736494,0.001159469,0.007780669,0.3078557],"study_design_scores_gemma":[0.0007044604,0.0275689,0.8221503,0.0001033939,0.0006977512,0.001325869,0.007669567,0.09718896,0.03340808,0.0009706435,0.008057741,0.0001542719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948363,0.00003202111,0.003064076,0.00007363975,0.00001262177,0.0001187322,0.0006832028,0.00022201,0.0009573594],"genre_scores_gemma":[0.9933217,0.00003323202,0.005140719,0.00004100919,0.00001041908,0.00006602682,0.0006218197,0.00003134487,0.0007337259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005854158,"threshold_uncertainty_score":0.01164019,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}