{"id":"W4406478464","doi":"10.1016/j.yort.2016.02.005","title":"10.1016/j.yort.2016.02.005","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Medical Education and Admissions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Race (biology); General surgery; Surgery; Physical therapy; Gender studies","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005123763,0.0008380289,0.0004167018,0.001192222,0.0008719662,0.002324625,0.0007927484,0.003153269,0.9136326],"category_scores_gemma":[0.00142224,0.0003796396,0.000420043,0.000579483,0.0006512204,0.001963228,0.001127646,0.001161216,0.8489901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006383601,"about_ca_system_score_gemma":0.001076326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002513175,"about_ca_topic_score_gemma":0.003236404,"domain_scores_codex":[0.9997988,0.00001785252,0.00001664698,0.00005199223,0.00005195907,0.00006265291],"domain_scores_gemma":[0.9991623,0.0001298335,0.0001251501,0.00003517975,0.0001354191,0.0004120536],"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":[0.000239277,0.0003107042,0.005860686,0.0005326532,0.0000264889,0.0003621149,0.0002222335,0.0001518268,0.0005453115,0.003535823,0.3581105,0.6301025],"study_design_scores_gemma":[0.00007701053,0.0001569293,0.009167498,0.001741482,0.00003892121,0.002227169,0.0007361214,0.0002320935,0.00030335,0.003232499,0.9820581,0.00002882925],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006518323,0.01177111,0.001470795,0.00899002,0.002344831,0.00009824621,0.002760612,0.001557544,0.9644885],"genre_scores_gemma":[0.01618982,0.005036166,0.00132839,0.001910947,0.0006945357,0.00008724037,0.001493743,0.00023487,0.9730243],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08636743,"threshold_uncertainty_score":0.1231927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01002529460899645,"score_gpt":0.2395902262845238,"score_spread":0.2295649316755274,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}