{"id":"W2955875530","doi":"10.31487/j.jicoa.2019.02.03","title":"Adherence to the Canadian Cardiovascular Society Atrial Fibrillation Guidelines by Family Medicine Groups in Quebec: the I-FACILITER project","year":2019,"lang":"en","type":"article","venue":"Journal of Integrative Cardiology Open Access","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Atrial fibrillation; Odds; Odds ratio; Warfarin; Aspirin; Internal medicine; Stroke (engine); Logistic regression","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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007057974,0.0003051759,0.00110212,0.0001345737,0.0004077901,0.0001815677,0.002323066,0.0005810007,0.0003998894],"category_scores_gemma":[0.000925093,0.0001443336,0.0007677836,0.0006519724,0.0004018361,0.0007255175,0.0003599049,0.002812752,0.00004469229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005325411,"about_ca_system_score_gemma":0.001551122,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2126732,"about_ca_topic_score_gemma":0.1610572,"domain_scores_codex":[0.9948026,0.002969593,0.001013624,0.0003509242,0.0003280689,0.0005351791],"domain_scores_gemma":[0.9967151,0.00100652,0.0003500515,0.0003494753,0.001260008,0.0003188321],"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":[0.001445177,0.00001495651,0.09163263,0.00004352104,0.008050228,0.00008988428,0.007488364,0.01589452,0.0007938995,0.0006167905,0.8408276,0.03310243],"study_design_scores_gemma":[0.001875986,0.0004304065,0.007118183,0.00008294045,0.0008603357,0.0001092192,0.006143749,0.0006030962,0.0002227845,0.0002228401,0.9821013,0.000229151],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7905512,0.0340795,0.0004631101,0.149465,0.007692968,0.006147951,0.0004585021,0.00001887915,0.01112289],"genre_scores_gemma":[0.9719963,0.001611762,0.00005408558,0.02223646,0.002387942,0.00004376598,0.00003035962,0.00001825382,0.001621053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1814451,"threshold_uncertainty_score":0.9994878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5455542685522288,"score_gpt":0.5971064035697531,"score_spread":0.05155213501752431,"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."}}