{"id":"W2511232530","doi":"","title":"A Digital Health System to Assist Family Physicians to Safely Prescribe NOAC Medications.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Authorization; Atrial fibrillation; Medicine; Medical emergency; Process (computing); Intensive care medicine; Health care; Computer science; Internal medicine; Computer security","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":[0.001238173,0.0005901131,0.0004461495,0.002393818,0.0008369967,0.001986601,0.0009776875,0.001065572,0.06653865],"category_scores_gemma":[0.005355846,0.0002743702,0.0003740184,0.001819716,0.0002968096,0.002308369,0.002040607,0.0006992699,0.02620275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001201969,"about_ca_system_score_gemma":0.002284062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01229213,"about_ca_topic_score_gemma":0.01401573,"domain_scores_codex":[0.9994569,0.0001097316,0.00007693988,0.0001067734,0.0001955121,0.00005406674],"domain_scores_gemma":[0.9974406,0.0009102413,0.0002082789,0.0004409303,0.0006229319,0.0003769815],"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":[0.0005017868,0.0002561905,0.006242769,0.0005006631,0.00005905098,0.0005468411,0.0004833174,0.0008376796,0.003105313,0.009298883,0.57456,0.4036075],"study_design_scores_gemma":[0.0002360619,0.0001160134,0.009239219,0.0003337728,0.00008653099,0.0005775663,0.0003883416,0.01291356,0.003976777,0.01040989,0.9616275,0.00009461428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.03585774,0.004173542,0.1571297,0.01419113,0.001425999,0.002991099,0.1604185,0.2505049,0.3733074],"genre_scores_gemma":[0.3316449,0.006281494,0.211097,0.01107455,0.0009863249,0.001576318,0.1733082,0.00499652,0.2590347],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.06653865,"threshold_uncertainty_score":0.222594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05181419238741024,"score_gpt":0.2936408587640552,"score_spread":0.2418266663766449,"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."}}