{"id":"W2317448832","doi":"10.1503/cjs.006414","title":"What Would I Want for my surgery?","year":2014,"lang":"en","type":"letter","venue":"Canadian Journal of Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Work (physics); Medical education","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002180103,0.0008174676,0.0008715766,0.0006207355,0.00650913,0.00257214,0.001412413,0.02753624,0.008041555],"category_scores_gemma":[0.01730181,0.0004808691,0.001021281,0.0004021542,0.004288874,0.006738654,0.001716624,0.04051302,0.004470748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006725129,"about_ca_system_score_gemma":0.003958021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0149845,"about_ca_topic_score_gemma":0.02323759,"domain_scores_codex":[0.9976699,0.0007567891,0.0001963613,0.0002445279,0.000693042,0.0004393989],"domain_scores_gemma":[0.9950042,0.001325414,0.0004507257,0.0001098908,0.001116489,0.001993219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006643808,0.00009094069,0.003363281,0.0001222939,0.00002121867,0.01228991,0.00194502,0.0001163861,0.0004229599,0.006557832,0.9634243,0.01157947],"study_design_scores_gemma":[0.0001583246,0.0002689555,0.005337866,0.002011184,0.00005249905,0.06033327,0.01402164,0.001269568,0.0003768412,0.03106728,0.8848801,0.0002223676],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005639881,0.0006291577,0.0001016406,0.9905034,0.00505346,0.000008864003,0.00001675592,0.00001073871,0.003112089],"genre_scores_gemma":[0.008111983,0.00111955,0.0002920646,0.9766182,0.007974855,0.00002495429,0.00001190881,0.00001415824,0.005832292],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02753624,"threshold_uncertainty_score":0.04879451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06979994872742364,"score_gpt":0.2647835906954805,"score_spread":0.1949836419680569,"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."}}