{"id":"W2591267078","doi":"10.1200/jco.2016.34.7_suppl.95","title":"Electronic operative reports to support quality improvement and patient-centered care.","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Partnership Against Cancer","funders":"","keywords":"Medicine; Quality assurance; Patient care; Medical physics; General surgery; Medical emergency; Family medicine; Surgery; Nursing","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":[0.07995681,0.0006567148,0.0005571106,0.004954684,0.001251644,0.004819758,0.003197841,0.0007994846,0.008282162],"category_scores_gemma":[0.165386,0.000486779,0.0006515035,0.005920668,0.0009558854,0.002788943,0.00487825,0.001216498,0.002107707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007266581,"about_ca_system_score_gemma":0.02729084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.051702,"about_ca_topic_score_gemma":0.05732893,"domain_scores_codex":[0.959524,0.02152332,0.005518491,0.001303117,0.01118822,0.0009428645],"domain_scores_gemma":[0.8033664,0.07760207,0.03158123,0.01879816,0.06127421,0.007377906],"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":[0.0004001438,0.0003896613,0.02251014,0.002675727,0.0001182076,0.0001093912,0.004151257,0.00115769,0.0007498533,0.005251961,0.1086276,0.8538584],"study_design_scores_gemma":[0.0007644716,0.001379736,0.1793738,0.01307869,0.0004102327,0.0005812625,0.01280918,0.009285873,0.006463047,0.0133601,0.7622191,0.0002744641],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1490906,0.03660798,0.2669004,0.1297893,0.005280592,0.02189544,0.04665696,0.02328684,0.320492],"genre_scores_gemma":[0.4651883,0.01397432,0.4647246,0.01087956,0.001339006,0.007363706,0.01862541,0.0009061553,0.01699886],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07995681,"threshold_uncertainty_score":0.422857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09110466044957982,"score_gpt":0.5065715237356023,"score_spread":0.4154668632860225,"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."}}