{"id":"W2505149311","doi":"10.1097/acm.0000000000001316","title":"A Qualitative Study of the Experiences and Factors That Led Physicians to Be Lifelong Health Advocates","year":2016,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre; Miller Group (Canada); Vector Institute; University of Toronto","funders":"","keywords":"Reflexivity; Formative assessment; Public health; Lifelong learning; Curriculum; Health care; Qualitative research; Medical education; Meaning (existential); Psychology; Medicine; Public relations; Nursing; Sociology; Pedagogy; Political science","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":[0.01278935,0.0004633538,0.0004846245,0.001094373,0.01180721,0.00391756,0.001271307,0.002585589,0.003983108],"category_scores_gemma":[0.02754162,0.0006196834,0.0003219205,0.00129856,0.008827286,0.004197204,0.004337169,0.003267671,0.0004183727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004426797,"about_ca_system_score_gemma":0.005408665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004716533,"about_ca_topic_score_gemma":0.01053422,"domain_scores_codex":[0.9901687,0.007247634,0.0002179562,0.0004697634,0.0007407625,0.001155072],"domain_scores_gemma":[0.9611636,0.03093837,0.002287498,0.0005762937,0.002088262,0.002946096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003211748,0.00004958382,0.001865886,0.0001060205,0.000002109853,0.0008639313,0.9924671,0.00001545909,0.000517152,0.001047192,0.0006962758,0.002337206],"study_design_scores_gemma":[0.000007785501,0.00006507794,0.001181086,0.0001703517,0.000002763509,0.0004258524,0.9834465,0.00004140643,0.0002906852,0.0002644988,0.01409546,0.000008563766],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793017,0.0009626272,0.003651361,0.005855037,0.0001678849,0.0002922715,0.0001471242,0.0000295097,0.009592508],"genre_scores_gemma":[0.9899183,0.0008167136,0.001767372,0.002072667,0.00006471876,0.000374886,0.00006537445,0.00002429211,0.004895819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01278935,"threshold_uncertainty_score":0.06763738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2349130514152256,"score_gpt":0.5730435958213482,"score_spread":0.3381305444061227,"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."}}