{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"2c6bfd9f3dde","filters":{"venue":"Journal of Surgical Case Reports and Images"}},"results":[{"id":"W4234212007","doi":"10.31579/2690-1897/016","title":"Locums Lifestyle","year":2020,"lang":"en","type":"article","venue":"Journal of Surgical Case Reports and Images","topic":"Global Health Workforce Issues","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":"Western University","funders":"","keywords":"Reimbursement; Liability; Psychology; Public relations; Business; Medicine; Accounting; Political science; Health care; Law","authors":[{"name":"Daniel Laury","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04214342996718012,"gpt":0.4033442231549869,"spread":0.3612007931878068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003425429,0.000548434,0.0002564146,0.001124052,0.001788792,0.001711877,0.001060635,0.0006939565,0.5837341],"category_scores_gemma":[0.002224274,0.0002163996,0.0003494428,0.0008947149,0.0003307488,0.001674343,0.003051642,0.0009670536,0.2212472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006344098,"about_ca_system_score_gemma":0.001104284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003998455,"about_ca_topic_score_gemma":0.01531329,"domain_scores_codex":[0.9996411,0.00005154728,0.00001454868,0.00005020626,0.0001536285,0.00008899303],"domain_scores_gemma":[0.998659,0.00009098739,0.00009505597,0.00009660309,0.0003055001,0.0007529409],"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":[0.0001224936,0.0001879307,0.002184737,0.0001898387,0.00000514387,0.0004561347,0.0004818628,0.00001902983,0.0004894708,0.001873469,0.8306698,0.1633201],"study_design_scores_gemma":[0.00001747854,0.00006110835,0.003141775,0.0001036208,0.000003536102,0.0004219272,0.0005169851,0.00002965857,0.00006238835,0.0003439628,0.9952885,0.00000911155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0183757,0.002302013,0.001690409,0.008441484,0.002391832,0.0002487376,0.006227616,0.007094693,0.9532275],"genre_scores_gemma":[0.04559636,0.0016478,0.002144718,0.003087958,0.0005686646,0.0001944404,0.006208358,0.001323234,0.9392284],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5837341,"threshold_uncertainty_score":0.5937527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205585475","doi":"10.31579/2690-1897/096","title":"Simultaneous Bilateral Hip Fractures in an Elderly Patient in the Absence of Bone Disease: A Case Report","year":2022,"lang":"en","type":"article","venue":"Journal of Surgical Case Reports and Images","topic":"Hip and Femur Fractures","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":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Perioperative; Orthopedic surgery; Surgery; Hip fracture; Disease; Osteoporosis; Internal medicine","authors":[{"name":"Ahmed Ayman Habis","is_ca":true},{"name":"Gavin Wood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01084405220394379,"gpt":0.2942245573048449,"spread":0.2833805051009011,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002484423,0.001562657,0.001148509,0.002164685,0.002145037,0.001407699,0.0008966394,0.003885113,0.004400838],"category_scores_gemma":[0.002578004,0.001160473,0.0008042395,0.001370802,0.001394906,0.001492586,0.001575734,0.002323961,0.0009233957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006426962,"about_ca_system_score_gemma":0.0006760564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001898557,"about_ca_topic_score_gemma":0.002857943,"domain_scores_codex":[0.9994745,0.0000456807,0.00006887312,0.0001302668,0.0001073241,0.0001733825],"domain_scores_gemma":[0.9986711,0.0002801974,0.0004450161,0.0001009882,0.00008643773,0.000416282],"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":[0.00002662323,0.00003048843,0.01341601,0.00002456493,0.000008545574,0.9849749,0.0001015294,0.00002659643,0.0003264488,0.0000597333,0.0002026893,0.0008019202],"study_design_scores_gemma":[0.000003843698,0.00002551754,0.002924096,0.000006237249,0.000005895236,0.9966133,0.00009869251,0.00003300181,0.000062405,0.00004127966,0.0001818005,0.000003867182],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835827,0.005466607,0.002049132,0.001791724,0.0002878275,0.0001221617,0.0002303617,0.0000820309,0.006387464],"genre_scores_gemma":[0.9952906,0.001422582,0.001079689,0.0004404757,0.0006856598,0.00001970813,0.00008388982,0.00001203692,0.0009653082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004400838,"threshold_uncertainty_score":0.01472229,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405503067","doi":"10.31579/2690-1897/166","title":"Hemorrhoids the Clinical Practice","year":2023,"lang":"en","type":"article","venue":"Journal of Surgical Case Reports and Images","topic":"Anorectal Disease Treatments and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Karachi; University of Calgary","keywords":"Hemorrhoids; Clinical Practice; Medicine; Surgery; Family medicine","authors":[{"name":"Rehan Haider","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03833005415997806,"gpt":0.4021326620453837,"spread":0.3638026078854056,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006081272,0.0006448855,0.000569888,0.001544977,0.001192374,0.002633555,0.0004822934,0.001430935,0.02759465],"category_scores_gemma":[0.004743272,0.0001916978,0.0003599329,0.00179112,0.001532357,0.001756741,0.001652513,0.002147776,0.01099883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001065664,"about_ca_system_score_gemma":0.002156663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001348351,"about_ca_topic_score_gemma":0.001600055,"domain_scores_codex":[0.9990466,0.0002727166,0.000127,0.0001239652,0.0002976317,0.0001321506],"domain_scores_gemma":[0.9985169,0.0003542689,0.0003031836,0.000107711,0.0004244876,0.0002934877],"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":[0.0001610762,0.0000797289,0.006728076,0.002031188,0.00003337278,0.01032276,0.001607096,0.0001530407,0.001230091,0.02333551,0.4832143,0.4711038],"study_design_scores_gemma":[0.00003038681,0.00007032272,0.004454002,0.00262681,0.00002202152,0.05272662,0.0009487635,0.00005968383,0.000269644,0.006370062,0.9323946,0.0000270734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.02042474,0.4479839,0.007004733,0.05736635,0.01885212,0.0003412945,0.001610284,0.0006451666,0.4457713],"genre_scores_gemma":[0.3046806,0.4570132,0.012996,0.0492393,0.02292426,0.0005167091,0.002705805,0.0003749525,0.1495492],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02759465,"threshold_uncertainty_score":0.09231335,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}