{"id":"W3028910108","doi":"10.3747/co.27.5489","title":"The Most Important Attribute: Stakeholder Perspectives on What Matters Most in a Physician","year":2020,"lang":"en","type":"article","venue":"Current Oncology","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Compassion; Stakeholder; Medicine; Medical education; Family medicine; Empathy; Health care; Nursing; Public relations","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01298767,0.0002073383,0.0001958503,0.0009188902,0.004816724,0.003263792,0.0005034162,0.001435458,0.002744222],"category_scores_gemma":[0.02723902,0.0001932196,0.0003190405,0.000558158,0.003195355,0.00279498,0.002917685,0.002436539,0.0002581432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003176529,"about_ca_system_score_gemma":0.005400737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004505316,"about_ca_topic_score_gemma":0.006454708,"domain_scores_codex":[0.9879582,0.008908636,0.0003614022,0.0002752687,0.00132626,0.001170196],"domain_scores_gemma":[0.9740294,0.01390762,0.002831368,0.0003400838,0.003569318,0.005322205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003149684,0.0002435905,0.254933,0.0004489678,0.00007841777,0.002025635,0.6490512,0.0003714995,0.004304909,0.01646312,0.01292611,0.05883848],"study_design_scores_gemma":[0.00002149784,0.0002311985,0.04868866,0.0005756012,0.00004220061,0.001817007,0.9094313,0.0007437345,0.0009605219,0.007405305,0.0300202,0.00006274347],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9178908,0.001104115,0.002931031,0.05581243,0.0002112154,0.00004323277,0.00006679446,0.00001486998,0.02192549],"genre_scores_gemma":[0.997214,0.0002565889,0.0003806824,0.001734461,0.00002951283,0.000006623566,0.00001060777,0.000003582918,0.0003638812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01298767,"threshold_uncertainty_score":0.06868619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4822072868594895,"score_gpt":0.4928904845658227,"score_spread":0.01068319770633319,"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."}}