{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005353619,0.0009213691,0.0005436028,0.001217018,0.000798335,0.002279584,0.0008131604,0.003095013,0.8479717],"category_scores_gemma":[0.001495588,0.0004003276,0.0005650168,0.0005026622,0.0006635212,0.002419548,0.000997378,0.00176798,0.7625359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006763596,"about_ca_system_score_gemma":0.001120025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001911023,"about_ca_topic_score_gemma":0.002103528,"domain_scores_codex":[0.9997624,0.00001906497,0.0000259092,0.00005984696,0.0000684492,0.00006450476],"domain_scores_gemma":[0.9990891,0.0001494875,0.0001176175,0.00004701846,0.000189986,0.000406792],"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":[0.0003284531,0.0002558709,0.007654686,0.0004693509,0.00004820056,0.001076253,0.0001060615,0.000250167,0.0008350049,0.003831077,0.288174,0.6969709],"study_design_scores_gemma":[0.00009092254,0.0001547379,0.007152308,0.001235984,0.00005088904,0.01041919,0.0003249798,0.0003164804,0.0006439518,0.005772398,0.9738013,0.0000368226],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00982059,0.02582598,0.00406367,0.02032533,0.005685332,0.0001128904,0.003144986,0.002280066,0.9287412],"genre_scores_gemma":[0.02754122,0.01011339,0.003128823,0.004109627,0.002631335,0.00009302721,0.002069267,0.0004456997,0.9498677],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1520283,"threshold_uncertainty_score":0.2168499,"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."}}