{"id":"W4406392770","doi":"10.1016/j.yvas.2016.06.023","title":"10.1016/j.yvas.2016.06.023","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Vascular anomalies and interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Vein; Surgery; Radiology; General surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009035947,0.0001010623,0.0001773126,0.00006114662,0.00005772102,0.00001889605,0.00008516481,0.0000513648,0.9990218],"category_scores_gemma":[0.00002805793,0.000087993,0.0002421119,0.0001280804,0.00002331868,0.00004873111,0.00002423118,0.00008642898,0.9969072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003218756,"about_ca_system_score_gemma":0.00002638595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004171878,"about_ca_topic_score_gemma":3.064168e-7,"domain_scores_codex":[0.999294,0.00001825181,0.000170769,0.0001683216,0.0001422597,0.0002063366],"domain_scores_gemma":[0.9994406,0.00001019537,0.00001552555,0.0003170336,0.00005055331,0.0001661002],"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":[0.00004412927,0.0001054466,4.279285e-7,0.00001335249,0.00006905532,0.00001053321,0.00001033642,0.000005726164,0.00005593026,0.000002633745,0.7381492,0.2615333],"study_design_scores_gemma":[0.0004957048,0.0003602502,0.0002204337,0.0000869629,0.00007764399,0.00004990351,0.000001870738,0.00008681181,0.00008680813,0.000004639332,0.9984257,0.0001032369],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001058706,0.000208632,0.000003262883,0.001281033,0.000001552581,0.0001998086,0.00001155533,0.000100438,0.997135],"genre_scores_gemma":[0.0003226179,0.00000105156,0.0001217184,0.0001528203,0.0001746433,0.0000176729,0.00004551737,0.00002372944,0.9991402],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2614301,"threshold_uncertainty_score":0.3588251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007748529698311421,"score_gpt":0.2043874360007636,"score_spread":0.1966389063024522,"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."}}