{"id":"W4236332085","doi":"10.2196/preprints.22417","title":"The Art of Surgery: Balancing Compassionate With Virtual Care (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Women's College Hospital; University of Toronto","funders":"","keywords":"Excellence; Health care; Telehealth; Empathy; Nursing; Psychology; Multidisciplinary approach; Medical education; Medicine; Public relations; Telemedicine; Political science; Social psychology","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":[0.001330362,0.000339477,0.0003405597,0.000973521,0.002309689,0.01180591,0.00041205,0.002151391,0.09780171],"category_scores_gemma":[0.006204676,0.0001917011,0.000318769,0.001440617,0.004439951,0.004469407,0.002563554,0.00232063,0.02239198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002749248,"about_ca_system_score_gemma":0.002142948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003094891,"about_ca_topic_score_gemma":0.005235245,"domain_scores_codex":[0.998591,0.0005820006,0.00006401558,0.0001260956,0.0005570952,0.00007972895],"domain_scores_gemma":[0.9976508,0.001417413,0.0001404354,0.0001859812,0.0002978474,0.0003075977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001826237,0.00001670984,0.0001757967,0.0001576052,0.000006113704,0.0001215025,0.001739616,0.0001549766,0.0001864535,0.2288225,0.7360383,0.03256221],"study_design_scores_gemma":[0.000004709133,0.00001056081,0.001133779,0.0002799948,0.000003307689,0.0003917337,0.002739905,0.0003923728,0.0002032292,0.06167873,0.933152,0.000009804181],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.003570993,0.0098154,0.008373301,0.1215835,0.03644653,0.00006689434,0.0005728804,0.0006029127,0.8189676],"genre_scores_gemma":[0.1572231,0.01481419,0.0111806,0.01381258,0.03300844,0.0001336421,0.000728512,0.001791876,0.767307],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.09780171,"threshold_uncertainty_score":0.3271793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02820131858664984,"score_gpt":0.2926364656331648,"score_spread":0.264435147046515,"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."}}