{"id":"W4406639794","doi":"10.1016/b978-1-4557-0984-7.00112-5","title":"10.1016/b978-1-4557-0984-7.00112-5","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; 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":[0.0007755687,0.001791301,0.001159514,0.001551316,0.0009895788,0.004115738,0.0022409,0.003453102,0.9672108],"category_scores_gemma":[0.00136511,0.0006341331,0.0007109281,0.001565732,0.0009278834,0.004061144,0.002988129,0.002127274,0.9822716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007092506,"about_ca_system_score_gemma":0.0007692688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001932352,"about_ca_topic_score_gemma":0.00234852,"domain_scores_codex":[0.9996479,0.00002293362,0.0000220878,0.0001116879,0.000137659,0.00005784871],"domain_scores_gemma":[0.9986237,0.0004576482,0.00009470841,0.0001720675,0.0002451307,0.0004067021],"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":[0.0001128448,0.00009112532,0.0002562189,0.0003739589,0.00001265252,0.0001032777,0.00006966534,0.0002545882,0.001890662,0.006899396,0.3710395,0.6188961],"study_design_scores_gemma":[0.00001194862,0.0000316655,0.0003372904,0.000225818,0.000005069375,0.0001713163,0.0000488949,0.0000816258,0.0002414952,0.001221912,0.9976141,0.000008862505],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001681129,0.0008411886,0.001081825,0.0003812564,0.0002228656,0.00003608987,0.0005783219,0.0008022162,0.9958882],"genre_scores_gemma":[0.0004454645,0.0004224495,0.000442823,0.0001214369,0.00004593746,0.00002493752,0.0003529538,0.0001836328,0.9979604],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03278917,"threshold_uncertainty_score":0.0467698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01577095569191019,"score_gpt":0.1960698498681823,"score_spread":0.1802988941762721,"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."}}