{"id":"W2170892161","doi":"10.1016/j.amjsurg.2012.05.027","title":"Surgeons managing conflict in the operating room: defining the educational need and identifying effective behaviors","year":2012,"lang":"en","type":"article","venue":"The American Journal of Surgery","topic":"Conflict Management and Negotiation","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University; Western University","funders":"Association for Surgical Education Foundation","keywords":"Conflict management; Conflict resolution; Psychology; Conflict resolution research; Conflict analysis; Social psychology; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.007593204,0.0003622444,0.0004878146,0.002983525,0.003529615,0.002664623,0.001202219,0.001891247,0.002066288],"category_scores_gemma":[0.04767723,0.0003235201,0.0002798433,0.0008903256,0.00173575,0.004406578,0.003273446,0.002783902,0.0002465222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003260885,"about_ca_system_score_gemma":0.01661954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004961546,"about_ca_topic_score_gemma":0.01058696,"domain_scores_codex":[0.9936892,0.003088971,0.0005591116,0.0001712223,0.001380815,0.001110621],"domain_scores_gemma":[0.9751151,0.01008929,0.004945484,0.0003768842,0.00373826,0.005735068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003528075,0.002908275,0.6997549,0.0007831271,0.00005786181,0.001056742,0.04389547,0.0005944331,0.001444895,0.006596497,0.006315864,0.2362391],"study_design_scores_gemma":[0.0001263213,0.001519586,0.6191425,0.002043269,0.000148835,0.002882076,0.3275653,0.005475759,0.001911276,0.02534301,0.01366359,0.0001785082],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9279515,0.001835316,0.004816168,0.04805921,0.0001984167,0.0002792305,0.00009159009,0.00003406291,0.01673448],"genre_scores_gemma":[0.9934185,0.001226364,0.003848411,0.0009034241,0.00008561498,0.0001059723,0.00005458855,0.000007054269,0.0003500787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007593204,"threshold_uncertainty_score":0.04015714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04131324089706042,"score_gpt":0.33836288813469,"score_spread":0.2970496472376296,"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."}}