{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":6,"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":"6fa063316e6a","filters":{"venue":"Journal of Postgraduate Medicine Education and Research"}},"results":[{"id":"W2314493502","doi":"10.5005/jp-journals-10028-1002","title":"Keeping up with Best Evidence: What Resources are Available?","year":2012,"lang":"en","type":"article","venue":"Journal of Postgraduate Medicine Education and Research","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Evidence-based medicine; Best evidence; Scientific evidence; Quality (philosophy); Health care; Evidence-based practice; MEDLINE; Medical education; Health professionals; Best practice; Patient care; Medicine; Psychology; Alternative medicine; Nursing; Management; Political science; Pathology","authors":[{"name":"Nasir Hussain","is_ca":true},{"name":"Mohit Bhandari","is_ca":true},{"name":"Sarah Turvey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4790331994473912,"gpt":0.5925723886751983,"spread":0.1135391892278071,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05789311,0.002335875,0.01086453,0.02936887,0.002286276,0.02182186,0.006980782,0.008867201,0.03599436],"category_scores_gemma":[0.4073858,0.003099256,0.003664142,0.01955047,0.003529858,0.03316904,0.009487949,0.007733295,0.0100426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005979916,"about_ca_system_score_gemma":0.02632351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006864474,"about_ca_topic_score_gemma":0.01302002,"domain_scores_codex":[0.9405847,0.0300324,0.01716556,0.002161689,0.008793966,0.001261745],"domain_scores_gemma":[0.4989145,0.3554887,0.05041532,0.01526238,0.06395105,0.01596805],"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":[0.000421789,0.0002033836,0.001960754,0.09305214,0.001541226,0.0004274344,0.0009066196,0.0004165992,0.0002402468,0.006314463,0.1557656,0.7387497],"study_design_scores_gemma":[0.0004622583,0.0001518352,0.003342205,0.5670742,0.003219824,0.0007384712,0.003636957,0.0005822754,0.0003551925,0.03710625,0.3830096,0.0003208295],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002054309,0.694872,0.007244571,0.268465,0.005279333,0.0008076502,0.005760334,0.0007460065,0.01477094],"genre_scores_gemma":[0.03981532,0.7972559,0.08324809,0.06194311,0.00714965,0.003235466,0.004669929,0.0006138696,0.002068677],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9421069,"threshold_uncertainty_score":0.3061717,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3046631227","doi":"10.5005/jp-journals-10028-1356","title":"Evaluation of Drug-related Emergency Department Admissions in a Tertiary Care Hospital","year":2020,"lang":"en","type":"article","venue":"Journal of Postgraduate Medicine Education and Research","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Emergency department; Medicine; Tertiary care; Medical emergency; Emergency medicine; Drug; Nursing; Pharmacology","authors":[{"name":"Nusrat Shafiq","is_ca":false},{"name":"Cvn Harish","is_ca":false},{"name":"Samir Malhotra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2174338618340362,"gpt":0.536453830257702,"spread":0.3190199684236658,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009826926,0.0003931768,0.0005913078,0.001483999,0.001040617,0.0008905708,0.0006746636,0.0007329492,0.002659611],"category_scores_gemma":[0.004457931,0.0004756702,0.0004189746,0.001492532,0.0004644594,0.0008966282,0.001086151,0.001025504,0.0003546329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002197281,"about_ca_system_score_gemma":0.001894986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01029514,"about_ca_topic_score_gemma":0.01457278,"domain_scores_codex":[0.9981132,0.0004820471,0.0003529743,0.0002468109,0.0004361164,0.0003688789],"domain_scores_gemma":[0.9944558,0.0006570017,0.002874079,0.000134653,0.0005748712,0.00130363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006400739,0.00009650543,0.9985461,0.00002109884,0.00001660006,0.0002878758,0.0000973945,0.00003221835,0.0001077754,0.00001075971,0.0001352676,0.000584425],"study_design_scores_gemma":[0.0000122677,0.0002968738,0.9978637,0.0000152413,0.0000104749,0.0007136461,0.0006299127,0.0002624496,0.00006638069,0.00001919728,0.0001026234,0.000007279942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988337,0.0001543659,0.00005507263,0.0001175054,0.000006396726,0.00004374727,0.0004111769,0.000006743898,0.0003712088],"genre_scores_gemma":[0.9991103,0.00009808344,0.000109913,0.0001248401,0.0000237099,0.00001987941,0.0004218076,0.000001711611,0.00008980956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01029514,"threshold_uncertainty_score":0.02047044,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2170752317","doi":"10.5005/jp-journals-10028-1030","title":"Research Output and Publications Impact of Postgraduate Institute of Medical Education and Research Chandigarh (1999-2008)","year":2012,"lang":"en","type":"article","venue":"Journal of Postgraduate Medicine Education and Research","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Scopus; Multidisciplinary approach; Library science; Medical education; Medical journal; Medicine; Political science; Social science; Sociology; MEDLINE; Computer science","authors":[{"name":"Sharma Rk","is_ca":true},{"name":"JS Thakur","is_ca":true},{"name":"Raj Kumar","is_ca":true},{"name":"BM Gupta","is_ca":true},{"name":"Kiran Baidwan","is_ca":true},{"name":"Adrash Bala Goyal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4370595371852933,"gpt":0.6496022792271561,"spread":0.2125427420418628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.006727812,0.0005055525,0.0007740758,0.03410468,0.0007586924,0.005779663,0.001024627,0.0004421942,0.007205216],"category_scores_gemma":[0.03801931,0.0001881087,0.0007704162,0.06783887,0.0006258475,0.00244594,0.001796449,0.000583306,0.002423552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002499775,"about_ca_system_score_gemma":0.006681458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006976165,"about_ca_topic_score_gemma":0.009999674,"domain_scores_codex":[0.9897183,0.001226145,0.002213757,0.0006309895,0.005653358,0.0005575275],"domain_scores_gemma":[0.9328937,0.02552997,0.01802008,0.001972727,0.0174604,0.004123177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006860769,0.0001583789,0.5932049,0.01576027,0.001021094,0.002115296,0.005905921,0.0008937367,0.003820065,0.003887919,0.02552565,0.3470206],"study_design_scores_gemma":[0.00001590787,0.0001880944,0.9350299,0.001973419,0.0004876662,0.002020118,0.004254878,0.0002313411,0.00174848,0.0005053571,0.05349418,0.00005068874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6860193,0.1246461,0.0007675511,0.007324055,0.000982158,0.0002324573,0.09030164,0.0003730483,0.08935377],"genre_scores_gemma":[0.9227439,0.04874177,0.001893775,0.0001882196,0.0006337701,0.0000940126,0.01674763,0.00006992889,0.00888694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9658953,"threshold_uncertainty_score":0.03558052,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2097723331","doi":"10.5005/jp-journals-10028-1001","title":"Evidence-based Medicine: Top Ten Things to Know!","year":2012,"lang":"en","type":"article","venue":"Journal of Postgraduate Medicine Education and Research","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Evidence-based medicine; Best evidence; Alternative medicine; Need to know; Randomized controlled trial; Medicine; MEDLINE; Health care; Scientific evidence; Clinical decision making; Psychology; Family medicine; Epistemology; Surgery; Pathology; Computer science; Philosophy; Political science; Law","authors":[{"name":"Raman Mundi","is_ca":true},{"name":"Simran Mundi","is_ca":true},{"name":"Mohit Bhandari","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4065480095331327,"gpt":0.6239001079694252,"spread":0.2173520984362924,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06843007,0.00234513,0.005911279,0.007194844,0.004023796,0.02200105,0.00408267,0.01252133,0.01825853],"category_scores_gemma":[0.1516782,0.001698222,0.002011605,0.005604767,0.01321887,0.03124433,0.00840809,0.03160971,0.009241819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006861123,"about_ca_system_score_gemma":0.01885485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002248417,"about_ca_topic_score_gemma":0.004414638,"domain_scores_codex":[0.950599,0.01977002,0.005657008,0.001695373,0.02106929,0.001209266],"domain_scores_gemma":[0.7690344,0.1519419,0.009500314,0.007383327,0.04415445,0.01798555],"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":[0.000264655,0.0002277933,0.0009547802,0.01026023,0.0004745554,0.000333141,0.0007095091,0.000379829,0.0004940198,0.02734325,0.4392021,0.5193561],"study_design_scores_gemma":[0.000173789,0.0002540592,0.001817208,0.06711164,0.0004384265,0.0009222475,0.003249613,0.0009971403,0.0004510473,0.3031338,0.6211642,0.0002869353],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0005800626,0.2343062,0.006529772,0.7273406,0.02182168,0.0001613876,0.0002007916,0.0003291499,0.008730276],"genre_scores_gemma":[0.03067394,0.5073129,0.0692926,0.3329408,0.04886778,0.0006243336,0.0005121855,0.0004701325,0.009305326],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9315699,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"grok","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"opus","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"agree"},{"id":"W2326352949","doi":"10.5005/jp-journals-10028-1076","title":"Ipsilateral Type IV Closed Talus and Calcaneal Fractures: A Case Report and Review of Literature","year":2013,"lang":"en","type":"article","venue":"Journal of Postgraduate Medicine Education and Research","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Surgery; Calcaneal fracture; Distal tibia; Calcaneus; Tibia","authors":[{"name":"Vikas Bachhal","is_ca":false},{"name":"Kishan Bhagwat","is_ca":true},{"name":"Kamal Bali","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0544823040256699,"gpt":0.4418821958985767,"spread":0.3873998918729069,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003195583,0.001311882,0.001393155,0.006814573,0.001055199,0.001710924,0.001830548,0.002189266,0.003034147],"category_scores_gemma":[0.00131204,0.0006124428,0.0006831836,0.005302561,0.001259958,0.001951748,0.001085278,0.001054857,0.001231158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005684542,"about_ca_system_score_gemma":0.00104244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001175153,"about_ca_topic_score_gemma":0.001864052,"domain_scores_codex":[0.9991745,0.00007711881,0.000240017,0.0001668684,0.0002147161,0.0001266667],"domain_scores_gemma":[0.999046,0.0002692245,0.0003930238,0.00005225047,0.0001026325,0.000136746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0000477653,0.000141803,0.01540965,0.003214202,0.0001086543,0.9043843,0.0005889226,0.0001888504,0.001882282,0.0004265248,0.005421787,0.06818531],"study_design_scores_gemma":[0.000005476918,0.00004281352,0.004670901,0.0005870168,0.00007608753,0.9840696,0.0006089273,0.00009170113,0.0002662608,0.0002575602,0.009302275,0.000021296],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1877158,0.7831059,0.004024681,0.002376758,0.002382356,0.000222345,0.0004010734,0.000299754,0.01947127],"genre_scores_gemma":[0.5441319,0.4408078,0.003160021,0.001877713,0.004790731,0.00009518414,0.0004058149,0.00004875371,0.00468208],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006814573,"threshold_uncertainty_score":0.01015025,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2885993376","doi":"10.5005/jp-journals-10028-1287","title":"Religious Affiliations and Ethical Opinions of Students at Xavier University School of Medicine, Aruba","year":2018,"lang":"en","type":"article","venue":"Journal of Postgraduate Medicine Education and Research","topic":"Religion, Spirituality, and Psychology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pedagogy; Sociology; Medical education; Psychology; Engineering ethics; Medicine; Engineering","authors":[{"name":"Gabriel Sousa Andrade","is_ca":false},{"name":"Saud Qureshi","is_ca":false},{"name":"Saleh Khasawneh","is_ca":false},{"name":"Alladin Kawaiah","is_ca":false},{"name":"Joseph Sarra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1068282248011096,"gpt":0.5193989885780315,"spread":0.4125707637769219,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00502083,0.0002425545,0.0002792274,0.001095189,0.002408294,0.003209529,0.0003274044,0.001130456,0.003100879],"category_scores_gemma":[0.0206683,0.0002392476,0.0003436656,0.000478839,0.002910809,0.0008849495,0.001674492,0.002282445,0.0004427744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001136135,"about_ca_system_score_gemma":0.001041493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002070379,"about_ca_topic_score_gemma":0.00389644,"domain_scores_codex":[0.9957601,0.002620995,0.0002403791,0.0001253676,0.0006073109,0.0006458863],"domain_scores_gemma":[0.9821698,0.006057438,0.005591017,0.000375756,0.001908654,0.003897301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004182899,0.00128776,0.8098832,0.00009793299,0.00006932795,0.0007648761,0.1695941,0.0001054415,0.002195095,0.001256706,0.00115346,0.01317376],"study_design_scores_gemma":[0.00004723375,0.001015497,0.4894178,0.0002181208,0.00003696404,0.001138055,0.4979525,0.000462506,0.0008894409,0.0006959157,0.008054069,0.00007195312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998519,0.00009687275,0.00002430998,0.0003641733,0.0000128809,0.000009942565,0.000006045436,4.977881e-7,0.0009662608],"genre_scores_gemma":[0.9992028,0.0001029855,0.00002810296,0.0001810235,0.000008922849,0.000008792534,0.000007393839,6.343551e-7,0.000459436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00502083,"threshold_uncertainty_score":0.02655298,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}