{"id":"W3024374832","doi":"10.1503/cjs.004816","title":"Informed consent for surgery: risk discussion and documentation","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Documentation; Informed consent; Quality assurance; Surgery; Medical emergency; Alternative medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.001186948,0.0001070207,0.0003557245,0.0003923282,0.002927489,0.00007151708,0.000209912,0.000124004,0.0001149086],"category_scores_gemma":[0.01574543,0.0000780457,0.0001289046,0.00005007284,0.000156155,0.0006359695,0.00003207049,0.0003737504,0.000008989324],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003502477,"about_ca_system_score_gemma":0.01291274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01954162,"about_ca_topic_score_gemma":0.1546108,"domain_scores_codex":[0.997975,0.000396854,0.0009712806,0.00009877387,0.000144973,0.0004131095],"domain_scores_gemma":[0.9877014,0.00839335,0.002133873,0.0004704277,0.0005059921,0.0007949321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005245221,0.00000343842,0.9265772,0.000286916,0.00002125851,0.00000591863,0.002624698,9.102329e-7,0.00000262811,0.0001055798,0.06049937,0.009819635],"study_design_scores_gemma":[0.0005458912,0.0000265014,0.8831078,0.001788657,0.00003659774,0.0000148725,0.007672098,0.00002076774,0.00001308069,0.001658669,0.1049547,0.0001602798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9637799,0.00196378,0.00008648088,0.02821369,0.004538145,0.0007034405,0.0001751789,0.00001073867,0.0005286526],"genre_scores_gemma":[0.9970526,0.001377672,0.0003472325,0.0006172416,0.0002339721,0.00004491389,0.00002572884,0.0000182037,0.0002824776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1350691,"threshold_uncertainty_score":0.9983706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3657200352169788,"score_gpt":0.4486341231642293,"score_spread":0.08291408794725053,"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."}}