{"id":"W1930994122","doi":"","title":"Lifestyle health risk assessment. Do recently trained family physicians do it better?","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Family medicine; Family history; Substance abuse; Risk assessment; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001659348,0.0001742372,0.0002488934,0.0003951707,0.0004308517,0.000553565,0.0003405707,0.001127314,0.004485152],"category_scores_gemma":[0.01746709,0.0001654818,0.0002631967,0.0004551881,0.0003903401,0.001185229,0.0002384805,0.0004906464,0.0005145607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007788033,"about_ca_system_score_gemma":0.00140121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0456888,"about_ca_topic_score_gemma":0.08617295,"domain_scores_codex":[0.9994313,0.0002176448,0.00005155475,0.00007819349,0.0001286492,0.00009258807],"domain_scores_gemma":[0.9921922,0.00188709,0.003166232,0.0002557817,0.0009321702,0.001566562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001319517,0.0002146169,0.9314504,0.0001801341,0.00005788157,0.0001186778,0.0005730328,0.00008811522,0.0001352181,0.00003529366,0.003120766,0.06389381],"study_design_scores_gemma":[0.00003222131,0.0002909153,0.9962333,0.0002996718,0.00003100538,0.0004053216,0.0006347519,0.0001219819,0.00004417862,0.00003753015,0.00185889,0.00001028967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9539952,0.01443313,0.0004015883,0.02247522,0.0002497471,0.00008423956,0.0009317754,0.00005677744,0.007372331],"genre_scores_gemma":[0.9938648,0.002471604,0.0006120071,0.001832347,0.0001527638,0.00001698493,0.0002666691,0.00000406815,0.0007787828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0456888,"threshold_uncertainty_score":0.09084576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05372449840006613,"score_gpt":0.3953357582932311,"score_spread":0.341611259893165,"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."}}