{"id":"W4280564067","doi":"10.21203/rs.3.rs-1638635/v1","title":"Empathy for the Health Professional in Online Asynchronous Graduate Education: A Design Thinking Approach to Program Improvement","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Empathy; Psychology; Professional development; Context (archaeology); Medical education; Pedagogy; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.04364684,0.0008701273,0.0004522495,0.002495716,0.005250696,0.008420463,0.002993266,0.002158759,0.003842029],"category_scores_gemma":[0.02458792,0.0005225734,0.00104682,0.00119851,0.011125,0.004764689,0.008737521,0.003552425,0.0004028257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007859956,"about_ca_system_score_gemma":0.01400399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00112265,"about_ca_topic_score_gemma":0.002094722,"domain_scores_codex":[0.9631716,0.0321418,0.0006953397,0.001230043,0.001743733,0.001017506],"domain_scores_gemma":[0.9668354,0.02626444,0.00113537,0.001573119,0.002401895,0.001789692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001763565,0.002151459,0.005861969,0.002853715,0.00008260475,0.0007648267,0.5659131,0.002880341,0.00600773,0.1329022,0.006456935,0.2739488],"study_design_scores_gemma":[0.0004857119,0.002988741,0.007554188,0.006422744,0.000311991,0.00143441,0.6077712,0.01595615,0.0103576,0.1541001,0.1924588,0.0001582596],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2946508,0.001593397,0.5914289,0.03414652,0.0005262287,0.008463873,0.0001203978,0.000542731,0.06852709],"genre_scores_gemma":[0.5366302,0.0009197704,0.4495131,0.0020262,0.00004664476,0.005784564,0.00006119858,0.0000785603,0.004939814],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04364684,"threshold_uncertainty_score":0.2308293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2235755244448293,"score_gpt":0.517944350110708,"score_spread":0.2943688256658787,"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."}}