{"id":"W4406522172","doi":"10.1016/j.yvas.2015.06.079","title":"10.1016/j.yvas.2015.06.079","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Focus (optics); Surgery; Cardiology","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":[0.0005241808,0.000820338,0.000510875,0.001020774,0.000676927,0.002169621,0.0007385155,0.002641516,0.778649],"category_scores_gemma":[0.00117513,0.0003013176,0.0004752691,0.0004944543,0.0007034631,0.001974978,0.0008677072,0.001637936,0.6516694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007156013,"about_ca_system_score_gemma":0.001115919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001629472,"about_ca_topic_score_gemma":0.001911197,"domain_scores_codex":[0.9997655,0.00002535804,0.00002370202,0.00005905352,0.00006764073,0.00005873714],"domain_scores_gemma":[0.9993088,0.0001182298,0.0001094465,0.00003460441,0.0001321275,0.0002967663],"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":[0.0004232931,0.0003404009,0.008035673,0.0006086014,0.00006392212,0.000797326,0.0001056377,0.0002514751,0.0008535158,0.005592977,0.2221633,0.7607639],"study_design_scores_gemma":[0.0001251621,0.0002752191,0.008669931,0.001586829,0.00006915466,0.008655429,0.0003529484,0.0002844221,0.0006190347,0.00728486,0.9720404,0.00003659243],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01070177,0.04400473,0.003159638,0.02100544,0.004303039,0.0001092913,0.002809834,0.001324757,0.9125816],"genre_scores_gemma":[0.04321654,0.02289934,0.003731692,0.005652417,0.003241125,0.0001319436,0.002137213,0.0003520764,0.9186377],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.221351,"threshold_uncertainty_score":0.3157303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035299153680395,"score_gpt":0.2075934980397817,"score_spread":0.1972405065029778,"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."}}