{"id":"W3081054586","doi":"10.2196/22417","title":"The Art of Surgery: Balancing Compassionate With Virtual Care","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Empathy and Medical Education","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Women's College Hospital; University of Toronto","funders":"","keywords":"Health care; Excellence; Telehealth; Empathy; Nursing; Multidisciplinary approach; Medical education; Psychology; Medicine; Telemedicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004008954,0.00007153455,0.0003518789,0.0001089066,0.000048997,0.00001930763,0.0003309973,0.0001107561,0.0007172494],"category_scores_gemma":[0.009203967,0.00003369176,0.0001135815,0.0003094193,0.0004775835,0.0000500362,0.00008570175,0.00164405,0.00002541766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007679855,"about_ca_system_score_gemma":0.001908502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003021097,"about_ca_topic_score_gemma":0.00001248361,"domain_scores_codex":[0.995006,0.0002925724,0.0005522719,0.0001050833,0.003784982,0.000259053],"domain_scores_gemma":[0.9958034,0.00190419,0.0001777411,0.0001246319,0.001051792,0.000938311],"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":[0.004397118,0.0004619224,0.01931401,0.0005708007,0.0003649948,0.001296522,0.04350368,0.000003660997,0.0006056761,0.0009550255,0.7663742,0.1621524],"study_design_scores_gemma":[0.006559249,0.01436347,0.04426019,0.0125589,0.0001852469,0.002174144,0.2476992,0.004258325,0.01592141,0.0001401712,0.6516004,0.000279312],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8899918,0.001118477,0.0004454035,0.1068708,0.0003364807,0.0001108182,9.620144e-7,0.000005503291,0.001119813],"genre_scores_gemma":[0.9974086,0.0005029293,0.00005813254,0.0008556991,0.0007656244,0.000002684261,0.000004000718,0.000009905952,0.0003923719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2041955,"threshold_uncertainty_score":0.9991419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09092468626530138,"score_gpt":0.4228435832098473,"score_spread":0.331918896944546,"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."}}