{"id":"W1985054223","doi":"10.1007/s11239-013-0969-x","title":"Cluster randomized controlled trial of a simple warfarin maintenance dosing algorithm versus usual care among primary care practices","year":2013,"lang":"en","type":"article","venue":"Journal of Thrombosis and Thrombolysis","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton General Hospital; Population Health Research Institute; McMaster University","funders":"Hamilton Health Sciences","keywords":"Dosing; Warfarin; Medicine; Randomized controlled trial; Algorithm; Emergency medicine; Internal medicine; Computer science; Atrial fibrillation","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001023229,0.0002738903,0.003231122,0.0003122365,0.0001375532,0.0001138886,0.0001281576,0.0001439308,0.000191233],"category_scores_gemma":[0.001095273,0.000172706,0.001300332,0.0002314426,0.000233178,0.0006452588,0.0001031995,0.0002394838,0.000003253886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000129855,"about_ca_system_score_gemma":0.0001140668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002314804,"about_ca_topic_score_gemma":0.00001276997,"domain_scores_codex":[0.9969442,0.0003723295,0.001502601,0.0002256878,0.0006993956,0.000255754],"domain_scores_gemma":[0.9941164,0.001451204,0.003179513,0.0002396945,0.0008585877,0.0001546609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9415918,0.0001423775,0.02472044,0.0006661237,0.009523608,0.00001122121,0.004378706,0.00007204655,0.001466061,0.0001004063,0.000991851,0.01633538],"study_design_scores_gemma":[0.9505582,0.001023015,0.03325235,0.0002392437,0.006509855,0.000004963108,0.007111177,0.0005727328,0.0001893815,0.00007289865,0.0002710603,0.0001950956],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911723,0.001680184,0.0006509439,0.00115357,0.0008832645,0.002688276,0.000005262998,0.00001617817,0.001750032],"genre_scores_gemma":[0.9921107,0.001720916,0.005005591,0.0001005581,0.0009053715,0.00001735487,0.0000184133,0.0000271228,0.00009391677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01614028,"threshold_uncertainty_score":0.7042747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0443693747745557,"score_gpt":0.3437897797999277,"score_spread":0.299420405025372,"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."}}