{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":8,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":8,"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":"0430cae340c0","filters":{"venue":"Acute Pain"}},"results":[{"id":"W2043523180","doi":"10.1016/j.acpain.2006.02.001","title":"Management of acute pain in children: Safety and efficacy of a nurse-controlled algorithm for pain relief","year":2006,"lang":"en","type":"article","venue":"Acute Pain","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Hôpital Fleurimont","funders":"","keywords":"Medicine; Analgesic; Acetaminophen; Visual analogue scale; Incidence (geometry); Pain assessment; Morphine; Algorithm; Acute pain; Anesthesia; Pain management","authors":[{"name":"Itachi J. Falanga","is_ca":true},{"name":"Sylvie Lafrenaye","is_ca":true},{"name":"Sandeep Mayer","is_ca":true},{"name":"Jean-Pierre Tétrault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003555576315593488,"gpt":0.2443689449521414,"spread":0.2408133686365479,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0113605,0.0003012149,0.0009739274,0.0004630674,0.00004175412,0.000009902122,0.0002159181,0.0001485818,0.00001518818],"category_scores_gemma":[0.0002533714,0.0002771743,0.0002468513,0.0004942107,0.0001036229,0.00006640124,0.00007444705,0.0001521517,0.000001132063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009534505,"about_ca_system_score_gemma":0.00002923255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001296236,"about_ca_topic_score_gemma":0.000003950807,"domain_scores_codex":[0.9969673,0.0007618709,0.0009967118,0.0004677988,0.0003677484,0.0004385404],"domain_scores_gemma":[0.9979638,0.0009959086,0.0003746096,0.0005149403,0.00007273323,0.00007802937],"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":[0.003563288,0.00199873,0.06126538,0.0006585315,0.003604554,0.0001844357,0.0001438983,0.00001359589,0.0007825487,0.00152226,0.05355737,0.8727054],"study_design_scores_gemma":[0.142236,0.008724328,0.68817,0.002267072,0.009832467,0.0000383207,0.0004994219,0.1217545,0.001296361,0.006083236,0.01720983,0.001888546],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06773652,0.001654079,0.9135182,0.002125417,0.00005533025,0.01118068,0.0001711544,0.0003526542,0.003205936],"genre_scores_gemma":[0.594078,0.002987558,0.3954265,0.002311068,0.0003709109,0.000992661,0.0008122752,0.0001578765,0.002863165],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8708169,"threshold_uncertainty_score":0.9999681,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2050686506","doi":"10.1016/j.acpain.2008.05.037","title":"Review of systematic reviews on acute procedural pain in children in the hospital setting","year":2008,"lang":"en","type":"article","venue":"Acute Pain","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Canadian Institutes of Health Research; Hospital for Sick Children","keywords":"Medicine; Acute pain; Acute hospital; Intensive care medicine; Physical therapy; Anesthesia; Health care","authors":[{"name":"Jennifer Stinson","is_ca":true},{"name":"Janet Yamada","is_ca":true},{"name":"Adele Dickson","is_ca":true},{"name":"Jasmine Lamba","is_ca":true},{"name":"Bonnie Stevens","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01759433525397713,"gpt":0.2898681213227626,"spread":0.2722737860687854,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01784676,0.0002271306,0.0009315917,0.0002333302,0.00003361028,0.000005661685,0.0003757784,0.00006694195,0.000009462624],"category_scores_gemma":[0.005224947,0.0001428791,0.0001770559,0.0008332313,0.00004369851,0.00007780941,0.000052351,0.0003111629,0.00002110945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009900582,"about_ca_system_score_gemma":0.00004533439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002498123,"about_ca_topic_score_gemma":0.00000196152,"domain_scores_codex":[0.9953815,0.002549749,0.001074408,0.0002893227,0.0003978257,0.0003071589],"domain_scores_gemma":[0.9982663,0.0005987054,0.0004232535,0.0006344591,0.00003721184,0.0000400516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000282219,0.0006268369,0.1952157,0.2061261,0.0002686124,0.0003991835,0.001242889,2.862037e-7,0.00006192138,0.00007437065,0.5903157,0.005640179],"study_design_scores_gemma":[0.002970943,0.003778224,0.2300597,0.7510229,0.00223553,0.0005850227,0.0004095556,0.0008416817,0.00009191104,0.0003286234,0.006400861,0.001275059],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5108543,0.3436199,0.003290173,0.04938757,0.000145546,0.08583421,0.00003949276,0.0007394411,0.006089362],"genre_scores_gemma":[0.5434117,0.3335029,0.006077594,0.1129556,0.0002448554,0.003336113,0.0001654727,0.00007444223,0.0002313577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5839149,"threshold_uncertainty_score":0.6255127,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2012358301","doi":"10.1016/j.acpain.2008.01.034","title":"Emotional valence contributes to music-induced analgesia","year":2008,"lang":"en","type":"article","venue":"Acute Pain","topic":"Music Therapy and Health","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Université de Montréal","funders":"","keywords":"Medicine; Emotional valence; Valence (chemistry); Anesthesia; Psychiatry; Cognition; Quantum mechanics","authors":[{"name":"Mathieu Roy","is_ca":true},{"name":"Isabelle Peretz","is_ca":true},{"name":"Pierre Rainville","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06104994938953598,"gpt":0.3354731099848135,"spread":0.2744231605952775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008013175,0.0001201353,0.0001862109,0.0001003205,0.0001997386,0.000007655764,0.000192513,0.0001029989,0.004476956],"category_scores_gemma":[0.00005043278,0.0001142215,0.00006212617,0.0002585376,0.00003856345,0.00003683005,0.00002143599,0.0001527208,0.001136333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004237448,"about_ca_system_score_gemma":0.00006390411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001745042,"about_ca_topic_score_gemma":0.00004024588,"domain_scores_codex":[0.9986583,0.0003350645,0.0002136087,0.0002914176,0.0001364488,0.0003651815],"domain_scores_gemma":[0.9991884,0.0002418127,0.00005248053,0.0003167517,0.00005509824,0.0001454944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002175402,0.0002163705,0.01220523,0.000008810648,0.0002434762,0.0001829564,0.004908443,0.000001884866,0.004078582,0.03474955,0.9164875,0.02669966],"study_design_scores_gemma":[0.001640186,0.0005808501,0.7056097,0.00004170151,0.00003004351,0.0001041922,0.0002778711,0.00005105036,0.0003487381,0.002456334,0.2884949,0.0003644388],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9679403,0.0002492172,0.01493151,0.008909608,0.0009233277,0.0003786051,0.00004723529,0.0001179022,0.006502338],"genre_scores_gemma":[0.9564335,0.0000237508,0.000515289,0.039893,0.0003201921,0.00004827713,0.00002708613,0.0000159435,0.002722915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6934045,"threshold_uncertainty_score":0.9996414,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2062296301","doi":"10.1016/j.acpain.2008.05.040","title":"Attachment dimensions and young children's response to pain","year":2008,"lang":"en","type":"article","venue":"Acute Pain","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Acute pain; Physical therapy; Immunization; Anesthesia; Immunology","authors":[{"name":"Trudi M. Walsh","is_ca":true},{"name":"Patrick J. McGrath","is_ca":false},{"name":"Douglas K. Symons","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01076520805151046,"gpt":0.2725041305457394,"spread":0.261738922494229,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004281989,0.0001679987,0.000234564,0.0002646878,0.0001467789,0.00001019012,0.00009696985,0.00006841299,0.00003145072],"category_scores_gemma":[0.001004361,0.0001552162,0.00005682174,0.000310326,0.00005741568,0.00005119075,0.0001431807,0.0001386251,0.0000478957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008621822,"about_ca_system_score_gemma":0.00003847045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005410159,"about_ca_topic_score_gemma":0.00000250153,"domain_scores_codex":[0.9981161,0.0007332265,0.0002138,0.0003390328,0.0002867535,0.0003111023],"domain_scores_gemma":[0.9988628,0.0003823623,0.00004349773,0.0004323615,0.00003545674,0.0002435279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004365224,0.0001179686,0.526297,0.0000119029,0.0001414131,0.0004375855,0.0003915038,5.73787e-7,0.005812948,0.00002785159,0.4622553,0.00406952],"study_design_scores_gemma":[0.0009290675,0.001030812,0.9600387,0.0000609809,0.0001812369,0.0001877674,0.00005927601,0.0002865774,0.0003747862,0.00007999068,0.03646621,0.0003046419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653605,0.0002799285,0.02463048,0.007489887,0.00003972042,0.001067368,0.000009905196,0.0004722672,0.0006499278],"genre_scores_gemma":[0.9661607,0.0003911187,0.01714924,0.01355939,0.0001082667,0.0000958529,0.00002855684,0.00002859252,0.00247825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4337417,"threshold_uncertainty_score":0.6329531,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2025082111","doi":"10.1016/s1366-0071(00)80001-7","title":"Paediatric acute pain is different from adult acute pain","year":2000,"lang":"en","type":"article","venue":"Acute Pain","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Grace (Canada); Dalhousie University","funders":"","keywords":"Medicine; Acute pain; Intensive care medicine; Anesthesia","authors":[{"name":"Patrick J. McGrath","is_ca":true},{"name":"G. Allen Finley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006680755738337138,"gpt":0.2429663033793446,"spread":0.2362855476410074,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004985571,0.0008476279,0.001099415,0.000532989,0.0002145129,0.0001099064,0.0007911247,0.0004817215,0.004207596],"category_scores_gemma":[0.0005539467,0.000746493,0.0005874336,0.00102727,0.0001282344,0.0002506048,0.000221719,0.0007616816,0.0007467686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003358582,"about_ca_system_score_gemma":0.00009153854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003544909,"about_ca_topic_score_gemma":0.00001839155,"domain_scores_codex":[0.9930183,0.002378443,0.0009998396,0.001251475,0.00111517,0.001236715],"domain_scores_gemma":[0.9958838,0.001483193,0.0002862469,0.00162598,0.0001501254,0.0005707141],"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":[0.0002950219,0.0004093298,0.04357234,0.00007364918,0.002193232,0.0009044789,0.0004017366,4.033339e-7,0.001197616,0.00002850481,0.7358642,0.2150594],"study_design_scores_gemma":[0.01775818,0.007676861,0.1675936,0.001036987,0.02820318,0.0001124092,0.0007008673,0.05682506,0.005237456,0.01621075,0.6915183,0.007126379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7590991,0.003287627,0.1657387,0.04200179,0.0006283661,0.006473394,0.001660839,0.006221442,0.01488873],"genre_scores_gemma":[0.7413976,0.02372966,0.02684122,0.172224,0.003836151,0.001104131,0.003131855,0.0004618936,0.02727346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2079331,"threshold_uncertainty_score":0.9994986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2045211838","doi":"10.1016/j.acpain.2006.08.006","title":"Postoperative morphine consumption in children with sickle-cell disease","year":2006,"lang":"en","type":"article","venue":"Acute Pain","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Morphine; Perioperative; Analgesic; Anesthesia; Laparoscopic cholecystectomy; Disease; Cholecystectomy; Acute chest syndrome; Medical record; Surgery; Sickle cell anemia; Internal medicine","authors":[{"name":"Mark W. Crawford","is_ca":true},{"name":"Seth Galton","is_ca":true},{"name":"Basem Naser","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008552966834978231,"gpt":0.257638899373675,"spread":0.2490859325386968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002105625,0.0001208997,0.0001899965,0.00004756184,0.00004744459,0.000007731994,0.00003292876,0.00002723786,0.00009951333],"category_scores_gemma":[0.00003166246,0.00007589662,0.00003065594,0.0001010536,0.00008028376,0.00004250238,0.00002281401,0.0001286746,0.00004308438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000040479,"about_ca_system_score_gemma":0.00001775026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001224349,"about_ca_topic_score_gemma":0.00002768032,"domain_scores_codex":[0.999311,0.000104089,0.0001090336,0.0001849134,0.0001167478,0.0001742695],"domain_scores_gemma":[0.9996949,0.00008922339,0.00002881981,0.00008290125,0.0000211771,0.00008294355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004776338,0.0005876801,0.975639,0.00001881489,0.00009292369,0.0002444325,0.00004322319,0.00005578488,0.0139088,0.00007748975,0.008137253,0.0007169099],"study_design_scores_gemma":[0.002877633,0.0004810531,0.9929858,0.00003299453,0.0001444316,0.00001069626,0.000007035909,0.000720488,0.002251469,0.00005555605,0.000312423,0.0001203552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952304,0.0004581645,0.0002123403,0.002894271,0.00001072051,0.0005961037,0.00002389473,0.00004694412,0.0005271291],"genre_scores_gemma":[0.9949553,0.00005600046,0.0001991275,0.004023646,0.00005818576,0.00004400474,0.00008157142,0.000008972084,0.0005731697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01734681,"threshold_uncertainty_score":0.3094974,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2074977312","doi":"10.1016/j.acpain.2006.09.013","title":"Morphine overdose from error propagation on an acute pain service","year":2006,"lang":"en","type":"article","venue":"Acute Pain","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Medicine; Morphine; Acute pain; Medication error; Anesthesia; Service (business); Emergency medicine; Medical emergency; Intensive care medicine; Patient safety","authors":[{"name":"Shorabuddin Syed","is_ca":true},{"name":"James Paul","is_ca":true},{"name":"Molly Hueftlein","is_ca":true},{"name":"Marianne Kampf","is_ca":true},{"name":"Richard F. McLean","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03984303934672118,"gpt":0.3720917499984884,"spread":0.3322487106517672,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002605775,0.0002161831,0.0002442007,0.0001064149,0.000528214,0.000002939281,0.0002557351,0.0002587443,0.0007615802],"category_scores_gemma":[0.0002940683,0.0001868698,0.00005162067,0.0003577274,0.00003312541,0.0002632216,0.00005189567,0.0004796584,0.001123613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001610229,"about_ca_system_score_gemma":0.0001900304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002014108,"about_ca_topic_score_gemma":0.001084085,"domain_scores_codex":[0.995907,0.00225392,0.0005528693,0.00041218,0.0004153166,0.0004586892],"domain_scores_gemma":[0.9979793,0.0007127235,0.0003950077,0.0005680036,0.0001484822,0.0001964447],"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":[0.002034289,0.002729308,0.087378,0.0004444034,0.0006619992,0.0001655246,0.01988718,0.00146987,0.04825559,0.009713246,0.7973067,0.02995395],"study_design_scores_gemma":[0.006992198,0.001503562,0.2837006,0.001071002,0.0004807249,0.000002432771,0.003353394,0.09284394,0.001312697,0.0110004,0.5963821,0.001356949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8608113,0.00005207635,0.06625125,0.06257334,0.001142596,0.00233062,0.0006043728,0.0006500471,0.00558441],"genre_scores_gemma":[0.9159147,0.00001684992,0.00188883,0.07343462,0.0007665149,0.0003403425,0.004850592,0.00005320895,0.002734309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2009246,"threshold_uncertainty_score":0.9996541,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2067220722","doi":"10.1016/j.acpain.2006.08.018","title":"Pain, health-related quality of life and health care utilization after inpatient surgery: A pilot study","year":2006,"lang":"en","type":"article","venue":"Acute Pain","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Health care; Quality (philosophy); Quality of life (healthcare); Emergency medicine; Inpatient care; Intensive care medicine; Nursing","authors":[{"name":"Elizabeth G. VanDenKerkhof","is_ca":true},{"name":"Wilma Hopman","is_ca":true},{"name":"Tanveer Towheed","is_ca":true},{"name":"Richard W. Wilson","is_ca":true},{"name":"Julie Murdoch","is_ca":true},{"name":"Michael J. Rimmer","is_ca":true},{"name":"Sandy Stutzman","is_ca":true},{"name":"Daniel Todd","is_ca":true},{"name":"Vico Dagnone","is_ca":true},{"name":"David Goldstein","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05907482830922386,"gpt":0.3293646453534434,"spread":0.2702898170442196,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005796087,0.0001511616,0.001077625,0.0001115017,0.00006188448,0.000008816555,0.00002671213,0.00004315521,0.00002853493],"category_scores_gemma":[0.0003876983,0.0001220053,0.0001417026,0.0002543131,0.00004650728,0.00003269028,0.00001895587,0.00009593645,0.000002495453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009790715,"about_ca_system_score_gemma":0.0002434251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005212811,"about_ca_topic_score_gemma":0.0005592656,"domain_scores_codex":[0.996124,0.002131468,0.0008867054,0.0002505797,0.0003556567,0.0002515393],"domain_scores_gemma":[0.9982507,0.0009385087,0.000256633,0.0002466283,0.0001050935,0.0002024086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005534043,0.0005765377,0.984068,0.0003119624,0.0001115427,0.00002571529,0.001705389,0.000001237161,0.000003569581,0.0001427544,0.003572846,0.008927026],"study_design_scores_gemma":[0.001226774,0.002046894,0.9908266,0.00006623949,0.00003563095,0.000004039027,0.00124098,0.0000275704,0.000002158319,0.00001103564,0.004403023,0.0001090564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865518,0.005464979,0.000217532,0.006469236,0.00005703524,0.0009955954,0.00001621977,0.00005887344,0.0001687691],"genre_scores_gemma":[0.9922496,0.0001257198,0.00006508551,0.007198468,0.00003657622,0.00004031099,0.0001519196,0.00001811267,0.0001142022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008817969,"threshold_uncertainty_score":0.7880246,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}