{"id":"W2607735076","doi":"10.1007/s10459-017-9777-y","title":"Beyond vulnerability: how the dual role of patient-health care provider can inform health professions education","year":2017,"lang":"en","type":"article","venue":"Advances in Health Sciences Education","topic":"Empathy and Medical Education","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Health Sciences Centre; The Wilson Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Vulnerability (computing); Dual (grammatical number); Health care; Medicine; MEDLINE; Nursing; Psychology; Medical education; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02985352,0.0008202486,0.001113496,0.002720301,0.005070685,0.01016266,0.002569207,0.005146167,0.01023887],"category_scores_gemma":[0.09547973,0.0006929454,0.00077273,0.001466833,0.01921232,0.03324454,0.01281868,0.01047209,0.0006373677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004997768,"about_ca_system_score_gemma":0.01287266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01523006,"about_ca_topic_score_gemma":0.01997071,"domain_scores_codex":[0.9827226,0.01278332,0.0005370607,0.001452948,0.001201959,0.00130213],"domain_scores_gemma":[0.9126383,0.0726646,0.004363832,0.003341389,0.00324819,0.003743631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003385349,0.0005062651,0.1453205,0.0009279125,0.0004032723,0.002059349,0.1604543,0.001499395,0.00063673,0.5520879,0.01484177,0.1209241],"study_design_scores_gemma":[0.00003752462,0.0000907808,0.02560934,0.001687653,0.0002191759,0.001504832,0.08285441,0.002401246,0.0004021834,0.8555806,0.02948536,0.0001268379],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2397366,0.01673852,0.07167896,0.5823318,0.002520782,0.0001617667,0.0004513817,0.00009515914,0.08628494],"genre_scores_gemma":[0.9715931,0.003445789,0.007610906,0.01510074,0.0004501435,0.00009118763,0.00007708756,0.00004434198,0.001586746],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02985352,"threshold_uncertainty_score":0.1578824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02050268142693749,"score_gpt":0.4165954822015072,"score_spread":0.3960928007745697,"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."}}