{"id":"W4406588058","doi":"10.1016/s1166-4568(19)30347-x","title":"10.1016/s1166-4568(19)30347-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001154918,0.003103861,0.00203929,0.003071723,0.002706404,0.003646836,0.003504879,0.006320977,0.9889749],"category_scores_gemma":[0.001815625,0.001024705,0.001698843,0.002282522,0.001994964,0.005475643,0.003703297,0.003118589,0.99182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086416,"about_ca_system_score_gemma":0.001316789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003669565,"about_ca_topic_score_gemma":0.003612665,"domain_scores_codex":[0.9992005,0.00005547096,0.00007210566,0.0002564186,0.0002215732,0.0001940038],"domain_scores_gemma":[0.9975683,0.0005676781,0.000157288,0.0002636436,0.0003996827,0.001043346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005103639,0.0003191102,0.0009177636,0.0007581134,0.00003858827,0.0003063347,0.00009835907,0.0004303098,0.001853498,0.005014366,0.3651789,0.6245744],"study_design_scores_gemma":[0.00008640489,0.0001612548,0.000954181,0.0003215797,0.00001443705,0.0005328673,0.00009940239,0.0001884513,0.0003413988,0.0007105106,0.9965641,0.00002538356],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004224432,0.0005659949,0.0006029841,0.000452936,0.0003981115,0.0001190632,0.0006900344,0.0007660061,0.9959825],"genre_scores_gemma":[0.0005819721,0.0002763931,0.0004634325,0.0002815044,0.0001293726,0.00007072793,0.0004536127,0.0001422127,0.9976007],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01102507,"threshold_uncertainty_score":0.01572585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008241980368813878,"score_gpt":0.2072894966415512,"score_spread":0.1990475162727373,"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."}}