{"id":"W3199066141","doi":"10.1136/fmch-2020-000798","title":"Multimorbidity and clinical reasoning through the eyes of GPs: a qualitative study","year":2021,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Context (archaeology); Thematic analysis; Qualitative research; Exploratory research; Global Positioning System; Cognition; Psychology; Medicine; Applied psychology; Computer science; Psychiatry; Sociology","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":[0.009500761,0.0003728925,0.0006058545,0.001169486,0.005884075,0.003053433,0.001081284,0.001796713,0.00210536],"category_scores_gemma":[0.01736372,0.0005003185,0.0003696351,0.001692288,0.007549302,0.003256392,0.004889541,0.002104903,0.0001950284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005276787,"about_ca_system_score_gemma":0.005952832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0148122,"about_ca_topic_score_gemma":0.01799227,"domain_scores_codex":[0.9901292,0.007690851,0.0002296343,0.0004162028,0.0005870431,0.000947005],"domain_scores_gemma":[0.9836227,0.01333662,0.001037162,0.0003277322,0.000687854,0.0009880136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001506049,0.00001653087,0.002177227,0.0001209325,0.000002789151,0.0007229107,0.9934761,0.00001930457,0.0001766656,0.0004585074,0.0002170665,0.00259691],"study_design_scores_gemma":[0.000006263464,0.00003626825,0.001768169,0.0001757175,0.000004272998,0.0003599268,0.9924967,0.0000438252,0.00007443061,0.0003441557,0.004681631,0.000008613938],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885449,0.001320748,0.001728221,0.004383348,0.00005596042,0.000180408,0.0001043564,0.00001515797,0.003666887],"genre_scores_gemma":[0.9963694,0.0008448502,0.0007252761,0.0009126388,0.00001537236,0.0001512465,0.00002909594,0.00000825428,0.0009440336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0148122,"threshold_uncertainty_score":0.0502454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3016915154585408,"score_gpt":0.5551847459188142,"score_spread":0.2534932304602734,"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."}}