{"id":"W2603530908","doi":"","title":"Critical international normalized ratio results after hours: To call or not to call?","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Alberta Health; University of Alberta Hospital; Alberta Hospital Edmonton; Misericordia Community Hospital","funders":"","keywords":"Medicine; Warfarin; Emergency medicine; Retrospective cohort study; Pediatrics; Internal medicine; Atrial fibrillation","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":[0.001942669,0.0001396707,0.000214815,0.0005567062,0.0003341081,0.0006097052,0.0004188402,0.0005540742,0.001756225],"category_scores_gemma":[0.01911604,0.0001137541,0.0001881179,0.0006914638,0.0003550206,0.0004574347,0.0002366745,0.0004812468,0.0002464966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006610177,"about_ca_system_score_gemma":0.0007808525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00574163,"about_ca_topic_score_gemma":0.008618252,"domain_scores_codex":[0.9973514,0.0008951259,0.0003193664,0.0002993331,0.0007290146,0.0004057146],"domain_scores_gemma":[0.9768024,0.004538101,0.01610991,0.0002198178,0.001327394,0.0010025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004257951,0.00005508747,0.9842449,0.000123915,0.00002741236,0.0008498203,0.0003787264,0.00005552085,0.000289818,0.00005414557,0.002048696,0.01144613],"study_design_scores_gemma":[0.00002963602,0.0002353613,0.9935394,0.0001582187,0.00004767322,0.002285962,0.001387737,0.0002029263,0.0003217278,0.00004248421,0.001732163,0.0000167146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924159,0.001627146,0.0003859145,0.001685737,0.000148351,0.00008128524,0.0006121731,0.000033305,0.003010191],"genre_scores_gemma":[0.9988249,0.0002874765,0.0001709173,0.0003193935,0.00009070132,0.00001669844,0.0001390781,0.000005512592,0.0001453987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00574163,"threshold_uncertainty_score":0.01141644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1031876896571731,"score_gpt":0.382943927471444,"score_spread":0.2797562378142708,"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."}}