{"id":"W2467357382","doi":"","title":"Professional behaviour of doctors: are we meeting the criteria?","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Psychology of Social Influence","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Family medicine; MEDLINE; Medical education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003345521,0.00006078803,0.0001033136,0.00003697455,0.000445118,0.0000203253,0.0003759002,0.0001139806,0.00005754433],"category_scores_gemma":[0.0005378243,0.00004593828,0.00005151901,0.000238462,0.0006822779,0.0001272544,0.0000459439,0.0001486394,0.000005737702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005492636,"about_ca_system_score_gemma":0.00003734314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000682354,"about_ca_topic_score_gemma":0.0008804785,"domain_scores_codex":[0.9987025,0.0001785189,0.0002169785,0.000134873,0.0003454183,0.0004217131],"domain_scores_gemma":[0.9992073,0.0002858195,0.0001905544,0.0001224904,0.000101602,0.00009225073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006188586,0.0002253904,0.85702,0.00001638111,0.00003272541,0.00001503958,0.04758231,5.355811e-7,0.000269259,0.01004458,0.02150259,0.06322935],"study_design_scores_gemma":[0.00008813026,0.000002463463,0.9664547,0.0000180864,0.000007025069,3.759205e-7,0.01166397,6.78369e-8,0.0002501192,0.001482671,0.0199719,0.00006044986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9408565,0.0002203091,0.000008122898,0.01397572,0.001516264,0.0004571863,0.000004909015,0.00004858954,0.04291242],"genre_scores_gemma":[0.9972461,0.00002380089,0.00006937596,0.0004672213,0.0004423711,0.0001338028,3.964226e-7,0.000005335556,0.00161153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1094348,"threshold_uncertainty_score":0.3423533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0822859208748005,"score_gpt":0.3913820436848245,"score_spread":0.3090961228100241,"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."}}