{"id":"W2059821535","doi":"10.1503/cmaj.101326","title":"San Francisco Syncope Rule to predict short-term serious outcomes: a systematic review","year":2011,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sanofi; AstraZeneca","keywords":"Syncope (phonology); Medicine; Confidence interval; Emergency department; Bivariate analysis; Meta-analysis; Internal medicine; Emergency medicine; Machine learning; Computer science; Psychiatry","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":[0.01113801,0.001576137,0.009760579,0.01057828,0.0004665513,0.002215609,0.002203284,0.001644045,0.002752578],"category_scores_gemma":[0.06429281,0.001082403,0.01192873,0.00767894,0.0008407103,0.002488923,0.001154405,0.001258453,0.00025924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002896101,"about_ca_system_score_gemma":0.007305108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009563621,"about_ca_topic_score_gemma":0.0241976,"domain_scores_codex":[0.9906331,0.002982238,0.003747432,0.0008237234,0.001591055,0.0002223941],"domain_scores_gemma":[0.9369202,0.04703184,0.01085548,0.0007414765,0.004056548,0.0003945337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005796821,0.00001888206,0.005606584,0.9221669,0.03827715,0.000105909,0.0001504736,0.0002781995,0.00008798538,0.0001613097,0.001377128,0.03118959],"study_design_scores_gemma":[0.0007836339,0.0003213304,0.01443878,0.7501469,0.225479,0.0005029698,0.0001828016,0.0004882036,0.0001768925,0.0004972252,0.006904217,0.00007817077],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002736128,0.9953282,0.0002428251,0.0002064922,0.00007624322,0.000459007,0.0007007901,0.00001712598,0.000233051],"genre_scores_gemma":[0.08706655,0.9073512,0.002085844,0.0007362511,0.0001593617,0.001409236,0.001029349,0.00001475497,0.0001474349],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01113801,"threshold_uncertainty_score":0.05890411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01604605698824314,"score_gpt":0.2813060655222615,"score_spread":0.2652600085340184,"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."}}