{"id":"W4248315986","doi":"10.3410/f.718874822.793499780","title":"Faculty Opinions recommendation of Underuse of oral anticoagulants in atrial fibrillation: a systematic review.","year":2014,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Atrial fibrillation; Medicine; Internal medicine; Cardiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01398044,0.001365416,0.005163367,0.00971564,0.00110008,0.003280604,0.003274915,0.002580069,0.06782798],"category_scores_gemma":[0.1266644,0.001189749,0.005744647,0.01377246,0.0005819344,0.002789863,0.003452419,0.001848549,0.007271681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003694876,"about_ca_system_score_gemma":0.02177079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02405298,"about_ca_topic_score_gemma":0.07948303,"domain_scores_codex":[0.9806772,0.004919914,0.009122714,0.002018512,0.002710338,0.0005513029],"domain_scores_gemma":[0.9104615,0.03342985,0.02537129,0.005709888,0.02253558,0.002491978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001774591,0.00004669384,0.01108894,0.2484562,0.007744642,0.00005632493,0.0001930192,0.0001879291,0.0004622876,0.0009245425,0.7055143,0.02355059],"study_design_scores_gemma":[0.0172038,0.0002690363,0.06797536,0.1668894,0.02585955,0.0003087156,0.0005131977,0.000715004,0.0008966671,0.003353519,0.7156669,0.0003489826],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009361006,0.005772299,0.0003079447,0.001599091,0.000194879,0.001847288,0.9871366,0.0001443506,0.002061469],"genre_scores_gemma":[0.0311428,0.02094973,0.01376176,0.006140748,0.0004794061,0.04175582,0.8791713,0.0004785669,0.006119911],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06782798,"threshold_uncertainty_score":0.2269072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05760327136218827,"score_gpt":0.3549767548956653,"score_spread":0.297373483533477,"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."}}