{"id":"W4311814783","doi":"10.32920/21688745.v1","title":"Processes and tools to improve teamwork and communication in surgical settings: a narrative review","year":2022,"lang":"en","type":"review","venue":"","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Humber Polytechnic; Canadian Patient Safety Institute; Toronto Metropolitan University","funders":"Canadian Patient Safety Institute","keywords":"Patient safety; Harm; Health care; Teamwork; Medicine; Medical emergency; Intensive care medicine; Nursing; Psychology; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.009069417,0.000930282,0.001311554,0.004531111,0.0008635157,0.003465296,0.002193707,0.002378279,0.005593425],"category_scores_gemma":[0.04227481,0.0004190095,0.002186763,0.005449368,0.001403355,0.003850327,0.002339328,0.002418323,0.0009373963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002952294,"about_ca_system_score_gemma":0.01122085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005475337,"about_ca_topic_score_gemma":0.009734702,"domain_scores_codex":[0.9942122,0.002687445,0.001340247,0.0003890141,0.001139885,0.0002311894],"domain_scores_gemma":[0.9669912,0.02589734,0.003487441,0.0004540266,0.002695647,0.0004743397],"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":[0.0001639678,0.0001325118,0.0007097517,0.3335204,0.0005845479,0.0001993564,0.001769112,0.0002724302,0.0001024769,0.00752063,0.02641885,0.628606],"study_design_scores_gemma":[0.00008208919,0.0002332975,0.002718612,0.6640962,0.001625693,0.0007388637,0.001709808,0.0001287044,0.0001634211,0.002333026,0.3261175,0.00005284017],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002290806,0.997299,0.0001464181,0.001238726,0.0001919611,0.00005316867,0.00003912468,0.000005570274,0.0007970273],"genre_scores_gemma":[0.004628913,0.992865,0.0007742028,0.001151263,0.0002038192,0.000157184,0.00005539569,0.000005451458,0.000158793],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009069417,"threshold_uncertainty_score":0.04796422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1502251290093735,"score_gpt":0.5292808196033649,"score_spread":0.3790556905939915,"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."}}