{"id":"W2608902586","doi":"10.1136/bmj.j2079","title":"Author’s reply to Middeldorp and Iorio","year":2017,"lang":"en","type":"letter","venue":"BMJ","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Computer science; Data science; World Wide Web","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":[0.00329096,0.0007050269,0.001479256,0.001062377,0.002506969,0.002699624,0.001834769,0.03830832,0.009429134],"category_scores_gemma":[0.03441691,0.0008193849,0.000920829,0.000997073,0.00253802,0.003513934,0.00146578,0.0421168,0.01105912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002780905,"about_ca_system_score_gemma":0.003310706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004871503,"about_ca_topic_score_gemma":0.005672027,"domain_scores_codex":[0.9973246,0.0008399414,0.0003980147,0.0003392248,0.0007895074,0.0003085926],"domain_scores_gemma":[0.9899575,0.005283041,0.0007460439,0.0002890047,0.002288221,0.001436153],"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":[0.00003404363,0.00001279644,0.0004168265,0.00003362872,0.000007237807,0.0006061913,0.00009700069,0.00002022747,0.00004135149,0.0007345531,0.9951736,0.002822399],"study_design_scores_gemma":[0.0001766501,0.00008771155,0.002322789,0.0007360919,0.0000393233,0.004660028,0.0008733533,0.0005081221,0.0002646466,0.009002704,0.9811958,0.0001327925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001755953,0.0005225231,0.00003378814,0.9829222,0.01544956,0.000005819231,0.00004399267,0.00002062685,0.0008258488],"genre_scores_gemma":[0.001982042,0.0004613186,0.00009833157,0.974479,0.02083852,0.00002485962,0.00002735046,0.0000179329,0.002070752],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03830832,"threshold_uncertainty_score":0.03154355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04814597266315285,"score_gpt":0.3424118773605329,"score_spread":0.2942659046973801,"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."}}