{"id":"W2086414309","doi":"10.1111/j.1365-2929.2005.02345.x","title":"Relationship of resident characteristics, attitudes, prior training and clinical knowledge to communication skills performance","year":2005,"lang":"en","type":"article","venue":"Medical Education","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Dalhousie University","funders":"","keywords":"Checklist; Communication skills; Medical education; Communication skills training; Affect (linguistics); Psychology; Skills management; Medicine; Communication","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001168456,0.0001296111,0.0001418106,0.0004706725,0.0002926956,0.0003272207,0.0001914598,0.0001877024,0.004232596],"category_scores_gemma":[0.01051988,0.00009481746,0.0001038368,0.0002589184,0.0003203618,0.0002391425,0.0003348189,0.0003375222,0.0003164994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004487292,"about_ca_system_score_gemma":0.0009166023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00385309,"about_ca_topic_score_gemma":0.00675166,"domain_scores_codex":[0.999255,0.0001934021,0.00009963914,0.0000824079,0.0002559681,0.0001135883],"domain_scores_gemma":[0.9903735,0.003703311,0.002953461,0.0002180194,0.00119169,0.00156006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004929148,0.0001045993,0.99422,0.00001652794,0.00001485394,0.00004900594,0.0002430074,0.00004436337,0.0002117948,0.000005217309,0.0001025859,0.004938714],"study_design_scores_gemma":[0.000001680093,0.0001247969,0.9991136,0.000006591834,0.000004330033,0.0001138166,0.0003389109,0.00007661564,0.0001039187,0.000004875546,0.0001086635,0.000002166254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993925,0.00007046512,0.0000551649,0.00005412506,0.000003148087,0.000004985333,0.00003098389,0.000003111933,0.000385552],"genre_scores_gemma":[0.9995763,0.00004668118,0.00008372753,0.00001846174,0.00000432745,0.000006104336,0.00003308674,8.664175e-7,0.0002305551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004232596,"threshold_uncertainty_score":0.01415938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2011643001657473,"score_gpt":0.5158079097030135,"score_spread":0.3146436095372662,"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."}}