{"id":"W4384283412","doi":"10.46747/cfp.6907507","title":"Family medicine teaching strategy for managing patients with comorbidity","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medicine; Blood pressure; Comorbidity; Rheumatoid arthritis; Family history; Medical history; Papanicolaou stain; Alternative medicine; Internal medicine; Family medicine; Pathology; Cancer; Cervical cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005577716,0.0003314954,0.0002595321,0.001070234,0.00305279,0.0008211414,0.0006833405,0.001268725,0.01668164],"category_scores_gemma":[0.004116733,0.000126824,0.0003426292,0.0003913262,0.0002857636,0.001095084,0.001747999,0.001982761,0.00217539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00107897,"about_ca_system_score_gemma":0.003883097,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007607442,"about_ca_topic_score_gemma":0.02307157,"domain_scores_codex":[0.9996055,0.0001257328,0.00002420095,0.00003647786,0.0001039548,0.0001042185],"domain_scores_gemma":[0.9979851,0.0002231581,0.0001603811,0.00003569778,0.0003677351,0.00122792],"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":[0.00006324319,0.001177804,0.0266402,0.0004404971,0.00004482467,0.01280375,0.002243345,0.0002702425,0.0006300639,0.002098545,0.5548486,0.3987389],"study_design_scores_gemma":[0.0002313603,0.0005406268,0.0798255,0.006283579,0.0001475319,0.0512686,0.009836974,0.000917726,0.0005269537,0.01120824,0.8390968,0.000116094],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1107328,0.05418145,0.01358818,0.4482189,0.01091897,0.001200637,0.0005929701,0.001205726,0.3593604],"genre_scores_gemma":[0.5775014,0.115762,0.06301808,0.1363593,0.02268691,0.001525947,0.001239289,0.0002815079,0.08162566],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9923925,"threshold_uncertainty_score":0.05580562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0589046494985384,"score_gpt":0.305562426803349,"score_spread":0.2466577773048106,"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."}}