{"id":"W4311670711","doi":"10.1016/s0140-6736(22)02422-9","title":"Revisiting RECORD4","year":2022,"lang":"en","type":"letter","venue":"The Lancet","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Rivaroxaban; Medicine; Physical therapy; Internal medicine; Warfarin","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":[0.005201476,0.001544737,0.002483806,0.002551762,0.008456808,0.0121117,0.003950289,0.1204353,0.06207517],"category_scores_gemma":[0.05524356,0.001559401,0.002920416,0.002289175,0.004206995,0.004952051,0.003861472,0.0645479,0.04888104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01066823,"about_ca_system_score_gemma":0.01138314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02495722,"about_ca_topic_score_gemma":0.04561949,"domain_scores_codex":[0.9915556,0.001122243,0.001014235,0.001131507,0.003170524,0.002005951],"domain_scores_gemma":[0.9798722,0.00830569,0.001541082,0.0009887294,0.003813532,0.005478926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000153268,0.000007532292,0.00008806079,0.00002569582,0.000008064779,0.0004648973,0.00003602651,0.000010476,0.00002760895,0.0006916451,0.996648,0.001976721],"study_design_scores_gemma":[0.00008334882,0.00002474227,0.000614804,0.0003331563,0.00003446734,0.0004170429,0.0001667575,0.00009090544,0.0000673769,0.00266415,0.9954643,0.00003894448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001741339,0.001758543,0.0001001938,0.8737287,0.1101104,0.00003596213,0.0002005569,0.00009796136,0.01379353],"genre_scores_gemma":[0.001006404,0.0007515495,0.00007926714,0.9113306,0.05392118,0.00004360136,0.00007129496,0.00005342664,0.03274261],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1204353,"threshold_uncertainty_score":0.2076621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04791165700438604,"score_gpt":0.2950426257102032,"score_spread":0.2471309687058172,"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."}}