{"id":"W4406470798","doi":"10.1016/j.yvas.2015.05.003","title":"10.1016/j.yvas.2015.05.003","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; Mechanism (biology); Bicuspid valve; Cardiology; Hemodynamics; Internal medicine; Venous Valves; Bicuspid aortic valve; Aortic valve; Vein","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":[0.0005205634,0.0008515108,0.0005030643,0.001216829,0.0007301042,0.002174415,0.000800595,0.002782225,0.8227871],"category_scores_gemma":[0.001384669,0.0003270373,0.0004818279,0.0005223334,0.0007017232,0.002032441,0.0008452184,0.001587692,0.7191418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007524911,"about_ca_system_score_gemma":0.001079366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001994452,"about_ca_topic_score_gemma":0.001967061,"domain_scores_codex":[0.9997279,0.00002615572,0.00002494355,0.00006509976,0.00008001216,0.00007593214],"domain_scores_gemma":[0.9991941,0.0001287648,0.0001096336,0.000037965,0.0001615675,0.000368137],"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":[0.000411874,0.0003236453,0.008588603,0.0005091082,0.0000528679,0.000818416,0.00009905936,0.000253998,0.0008415334,0.004385585,0.264707,0.7190083],"study_design_scores_gemma":[0.00009656561,0.0002057802,0.008801159,0.001220816,0.00005523862,0.007721703,0.0003099763,0.0003722242,0.0006412478,0.005625795,0.9749171,0.00003235666],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01113691,0.03228153,0.003571466,0.01872325,0.004704443,0.0001094666,0.00314025,0.001725569,0.924607],"genre_scores_gemma":[0.03927255,0.01428425,0.003502066,0.004242049,0.002677826,0.0001084133,0.002335026,0.0003536007,0.9332241],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1772129,"threshold_uncertainty_score":0.2527727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007548352427795725,"score_gpt":0.2133505498239599,"score_spread":0.2058021973961641,"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."}}