{"id":"W2557680626","doi":"10.1182/blood.v116.21.3800.3800","title":"Systematic Review to Identify Validated Manual Warfarin Maintenance Dosing Tools.","year":2010,"lang":"en","type":"article","venue":"Blood","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Dosing; Warfarin; Medicine; Observational study; Nomogram; Intensive care medicine; MEDLINE; Medical physics; Internal medicine","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":[0.02037977,0.002365947,0.01369157,0.0179557,0.001011032,0.003895412,0.003563061,0.00228688,0.009868168],"category_scores_gemma":[0.08430203,0.001634239,0.009419141,0.01802175,0.001384907,0.004387387,0.002508078,0.001286843,0.001025184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006815519,"about_ca_system_score_gemma":0.02059244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009573116,"about_ca_topic_score_gemma":0.02080551,"domain_scores_codex":[0.978406,0.006315228,0.01051261,0.001079044,0.003315494,0.000371772],"domain_scores_gemma":[0.9340608,0.04447694,0.01350157,0.00139539,0.006137011,0.0004282398],"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":[0.0001335495,0.000006640305,0.0003454646,0.9831972,0.005547075,0.00006438561,0.0001125049,0.00004678502,0.00009390737,0.0001354379,0.0009512743,0.009365677],"study_design_scores_gemma":[0.0004557384,0.0001631001,0.001976309,0.9282164,0.05642646,0.0002074096,0.0002115129,0.00009468757,0.0001899405,0.0002568331,0.01176498,0.00003646346],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00338192,0.9771498,0.001362283,0.0006573251,0.0003515805,0.008447425,0.006925587,0.00008243363,0.001641607],"genre_scores_gemma":[0.04522606,0.92295,0.008001883,0.001512312,0.0001976125,0.01716533,0.00402065,0.00006131904,0.0008648011],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02037977,"threshold_uncertainty_score":0.1077798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05289461910113388,"score_gpt":0.3681087641316216,"score_spread":0.3152141450304878,"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."}}