{"id":"W7097281917","doi":"","title":"© 2007 Canadian Medical Association or its licensors Practice","year":2007,"lang":"en","type":"article","venue":"","topic":"Occupational and Professional Licensing Regulation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Association (psychology); MEDLINE; Medical practice; Clinical Practice; Health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002868476,0.00007679623,0.0001300068,0.0001919721,0.0001436185,0.00003193913,0.00009033979,0.000287479,0.1156164],"category_scores_gemma":[0.003876948,0.00007200026,0.00003675762,0.0002457336,0.000008744338,0.0003164648,0.00001405705,0.0001855654,0.02447066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004007687,"about_ca_system_score_gemma":0.0002327483,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008981144,"about_ca_topic_score_gemma":0.02705361,"domain_scores_codex":[0.9989032,0.00001633317,0.0004314199,0.0001905497,0.0001675404,0.0002909768],"domain_scores_gemma":[0.998615,0.0005492812,0.000235278,0.00008841953,0.0001919707,0.0003200179],"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":[0.0001581212,0.0001051397,0.03819282,0.00001321136,0.00007545806,0.0000418153,0.0002659101,0.00002367081,0.000003612323,0.6655949,0.2896772,0.005848115],"study_design_scores_gemma":[0.0001854532,0.00001592095,0.1817706,0.000007474993,0.000002178609,0.000008395957,0.00005321168,0.0006189446,0.00001855511,0.0002124877,0.8170003,0.0001065041],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01508035,0.0002627263,0.0006721244,0.01810362,0.001364453,0.0001367283,0.00004377143,0.00004490667,0.9642913],"genre_scores_gemma":[0.5948106,0.00007723446,0.002879768,0.0194315,0.00117454,0.000003673629,0.00001751656,0.0000230541,0.3815821],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6653824,"threshold_uncertainty_score":0.9976181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03255790930579157,"score_gpt":0.2861053155063192,"score_spread":0.2535474062005277,"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."}}