{"id":"W2064811891","doi":"10.1136/ewjm.174.1.5","title":"The Canadian Medical Association's Policy on Physician Health and Well-being","year":2001,"lang":"en","type":"article","venue":"Western Journal of Medicine","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Association (psychology); Medicine; Data science; Family medicine; Computer science; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004646638,0.0001181298,0.0004302842,0.0002364098,0.001401747,0.00001040368,0.0002442048,0.0001810863,0.0002396207],"category_scores_gemma":[0.001668719,0.00006672859,0.00004169178,0.0002048598,0.00008934392,0.00007660524,0.00003056345,0.001483604,0.00008846939],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002017438,"about_ca_system_score_gemma":0.01419051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04067564,"about_ca_topic_score_gemma":0.2571566,"domain_scores_codex":[0.9966807,0.000599,0.0008547142,0.00009660055,0.001116365,0.000652665],"domain_scores_gemma":[0.9959225,0.001438894,0.0007466573,0.000154559,0.0002870181,0.001450344],"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":[0.0001166243,0.00002022002,0.3962392,0.00009060735,0.00007405754,0.0001647048,0.007187513,3.905019e-7,0.000001158945,0.005441544,0.4953355,0.09532849],"study_design_scores_gemma":[0.001588381,0.0004512374,0.09732006,0.0005325958,0.000008375342,0.00005632977,0.001517697,0.00000219814,1.726255e-7,0.0007123696,0.8977599,0.00005073151],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02858624,0.001427672,0.00001030319,0.8990527,0.001354127,0.0001718294,0.000001085411,0.00001035711,0.06938566],"genre_scores_gemma":[0.3061261,0.007223373,0.000009892812,0.6728154,0.00803915,0.00000364625,0.000001977569,0.00001968485,0.005760765],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4024243,"threshold_uncertainty_score":0.9998983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0293516523491296,"score_gpt":0.4239871471752228,"score_spread":0.3946354948260932,"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."}}