{"id":"W1993690450","doi":"10.5770/cgj.18.137","title":"Humanities and Geriatric Education: a Strategy for Recruitment?","year":2015,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Empathy and Medical Education","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Queen's University","funders":"","keywords":"Medicine; Geriatrics; Curriculum; Subject (documents); Medical humanities; The arts; Geriatric care; Medical education; Humanities; Gerontology; Nursing; Pedagogy; Library science; Visual arts; Psychiatry; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000465944,0.000094733,0.0001543276,0.0003782863,0.0001831946,0.0001022595,0.00005646627,0.00009505279,0.00008824389],"category_scores_gemma":[0.0004738333,0.00008690976,0.0000463587,0.0001873423,0.00003847308,0.0001211652,0.000004881329,0.0001998012,0.000008606387],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004627927,"about_ca_system_score_gemma":0.0117732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002109932,"about_ca_topic_score_gemma":0.002321242,"domain_scores_codex":[0.9992034,0.00002603441,0.0002239321,0.0001203953,0.0001506109,0.0002756459],"domain_scores_gemma":[0.9980588,0.00003360001,0.00008888965,0.0000979879,0.0004205423,0.001300174],"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":[0.0001491701,0.0002023938,0.002782632,0.0001931332,0.00008996457,0.00006935394,0.01891528,0.000005216612,0.00001844957,0.005270137,0.6920829,0.2802213],"study_design_scores_gemma":[0.001984701,0.0007427087,0.005903263,0.00005179956,0.0002150955,0.002198335,0.02916925,0.00003283383,0.00001968054,0.006557982,0.9529244,0.0001999502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8973484,0.02954313,0.0005101738,0.01748912,0.008722479,0.002362578,0.00005400707,0.0000486868,0.04392144],"genre_scores_gemma":[0.9643649,0.00118131,0.004745034,0.006688305,0.008451219,0.0001671606,0.00009933858,0.00004635371,0.01425633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2800214,"threshold_uncertainty_score":0.9938291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1441299927318458,"score_gpt":0.3456536486280281,"score_spread":0.2015236558961822,"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."}}