{"id":"W1756038457","doi":"","title":"Computerized management of oral anticoagulant therapy: experience in major joint arthroplasty.","year":2002,"lang":"en","type":"article","venue":"PubMed","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Warfarin; Pulmonary embolism; Surgery; Atrial fibrillation; Venous thrombosis; Regimen; Arthroplasty; Joint replacement; Thrombosis; 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":[0.000832221,0.0002392964,0.0001465011,0.0002502206,0.0002851915,0.0003483053,0.0003268014,0.0003591947,0.002062315],"category_scores_gemma":[0.004360591,0.0001738994,0.0002274186,0.000361283,0.0003771287,0.0003441344,0.000530277,0.0003631958,0.0002212908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006297108,"about_ca_system_score_gemma":0.0009251169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002238308,"about_ca_topic_score_gemma":0.002724845,"domain_scores_codex":[0.9991916,0.0004031887,0.00005254077,0.0000682808,0.000159337,0.0001250919],"domain_scores_gemma":[0.9979277,0.0005787029,0.0007443946,0.00008932764,0.0001459517,0.0005140377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001434134,0.007151899,0.813069,0.0002908915,0.0001091251,0.001691121,0.0009882741,0.0007312601,0.001128738,0.0001563956,0.003181104,0.1700681],"study_design_scores_gemma":[0.001073069,0.02215668,0.9457774,0.0001549963,0.0001579212,0.01577695,0.001382344,0.003669865,0.001574374,0.0001848305,0.008049114,0.00004253676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984987,0.0004381149,0.0001645958,0.000209553,0.000008958197,0.00004411205,0.00003318789,0.000008258599,0.0005945066],"genre_scores_gemma":[0.9977835,0.000763424,0.0006593413,0.0002442184,0.0000592746,0.00004642,0.0001213926,0.000001942831,0.0003205458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002238308,"threshold_uncertainty_score":0.006899178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1704373724221415,"score_gpt":0.3075394943463161,"score_spread":0.1371021219241746,"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."}}