{"id":"W2156668289","doi":"10.1378/chest.11-2288","title":"Methodology for the Development of Antithrombotic Therapy and Prevention of Thrombosis Guidelines","year":2012,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":254,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute","keywords":"Guideline; Medicine; Evidence-based practice; Evidence-based medicine; Systematic review; Antithrombotic; MEDLINE; Population; Medical education; Family medicine; Scientific evidence; Panel discussion; Psychology; Alternative medicine; Political science; Business; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001959679,0.00008277089,0.0003780134,0.000064266,0.00009722803,0.000006148298,0.00006931563,0.00004148254,0.00006636515],"category_scores_gemma":[0.000195151,0.00004804376,0.00009499402,0.00006287303,0.00007251929,0.00006440405,0.0000292283,0.00006877651,6.444096e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001693898,"about_ca_system_score_gemma":0.00007444685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004020007,"about_ca_topic_score_gemma":0.000003050418,"domain_scores_codex":[0.9991041,0.00005363427,0.0004707117,0.00006755615,0.0001402988,0.0001636671],"domain_scores_gemma":[0.9991303,0.0002061036,0.0002829881,0.0001117142,0.0002088074,0.00006007023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002613733,0.002185873,0.1010005,0.001537296,0.003794649,7.511672e-7,0.01664663,0.00002662011,0.1195351,0.00491648,0.01042082,0.7396739],"study_design_scores_gemma":[0.0012423,0.0003647322,0.9341927,0.0001879571,0.0003707581,0.00003342116,0.001286069,0.00002418224,0.04648367,0.000661898,0.01508092,0.00007137913],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9284045,0.006909031,0.06227154,0.001458,0.0003556884,0.0004669102,8.618607e-7,0.000005236769,0.0001282888],"genre_scores_gemma":[0.738565,0.00399963,0.2569827,0.0001476601,0.0002358277,0.0000170176,0.000001434346,0.00001156314,0.00003912763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8331922,"threshold_uncertainty_score":0.1959168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4111781074316414,"score_gpt":0.4488200440595992,"score_spread":0.03764193662795778,"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."}}