{"id":"W1921402230","doi":"10.1353/pbm.2014.0038","title":"George Engel’s Epistemology of Clinical Practice","year":2014,"lang":"en","type":"article","venue":"Perspectives in biology and medicine","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Biopsychosocial model; Epistemology; George (robot); Clinical Practice; Reading (process); Psychology; Object (grammar); Complement (music); Philosophy; Psychoanalysis; Sociology; Medicine; Psychotherapist; Computer science; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01607386,0.0008099994,0.0009226653,0.003887936,0.007417464,0.01429427,0.001805327,0.01131255,0.002779048],"category_scores_gemma":[0.02396187,0.0004796313,0.0007881472,0.002329785,0.07388801,0.01039746,0.006106669,0.01072343,0.001200469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01023388,"about_ca_system_score_gemma":0.01122208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004413875,"about_ca_topic_score_gemma":0.002312202,"domain_scores_codex":[0.9764861,0.01579138,0.0009105066,0.002216078,0.003512429,0.001083437],"domain_scores_gemma":[0.9851812,0.01085798,0.0006793542,0.001196678,0.001214662,0.000869984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002422737,0.000003788416,0.00002704771,0.00001476193,0.000001415668,0.00002104026,0.001454797,0.00007077507,0.000008810582,0.9934411,0.003637208,0.001316715],"study_design_scores_gemma":[0.00001047394,0.000005183805,0.00003505339,0.000166365,0.000001798493,0.00004562834,0.0005883908,0.0001563026,0.00003035002,0.9271293,0.07182219,0.000009064916],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006846992,0.04350438,0.05068456,0.4569954,0.005076586,0.0001368697,0.0001584222,0.0001410237,0.4364557],"genre_scores_gemma":[0.7546018,0.02521668,0.05062513,0.1111375,0.009429571,0.0008408855,0.000159222,0.0002401809,0.04774904],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01607386,"threshold_uncertainty_score":0.08500773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08136761123472432,"score_gpt":0.4622668547267419,"score_spread":0.3808992434920176,"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."}}