{"id":"W4293228251","doi":"10.37964/cr24750","title":"Managing physician conflict","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Physician Leadership","topic":"Conflict Management and Negotiation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shame; Perception; Psychology; Social psychology; Conflict resolution research; Cognition; Conflict resolution; Political science; Psychiatry; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007892555,0.0001022996,0.0001739794,0.0004045876,0.001251996,0.0001299221,0.0005208139,0.00002532793,0.0004862965],"category_scores_gemma":[0.00004073947,0.0001257591,0.0001558035,0.000590727,0.0001705916,0.0003563723,0.00001623237,0.0003492369,0.00003499013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004812127,"about_ca_system_score_gemma":0.0008985747,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01056434,"about_ca_topic_score_gemma":0.02993657,"domain_scores_codex":[0.9984327,0.000274136,0.0002283084,0.0001202645,0.0004464613,0.0004981275],"domain_scores_gemma":[0.9990689,0.00006188513,0.0002804938,0.0001255863,0.0001008377,0.0003622853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006751484,0.0001133075,0.004027216,0.00006556212,0.0003587881,0.0004738368,0.2201219,0.001641867,0.0006117194,0.305243,0.1321213,0.335154],"study_design_scores_gemma":[0.000285872,0.00008081584,0.002035826,0.0000250014,0.00004499875,0.000001609236,0.09413647,0.00004810969,0.0000364799,0.002819898,0.9002984,0.0001865354],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1065133,0.003389879,0.0005742406,0.1389993,0.005333179,0.0007868091,0.00004035719,0.00009261904,0.7442703],"genre_scores_gemma":[0.9867494,0.00001050697,0.0000170382,0.008686692,0.0011422,0.000003780343,0.00000447415,0.00001724864,0.003368705],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8802361,"threshold_uncertainty_score":0.9960244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030290586000942,"score_gpt":0.2830219813931881,"score_spread":0.1799929227930939,"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."}}