{"id":"W4411657970","doi":"10.51847/ll9pxyo","title":"10.51847/ll9PxyO","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pulmonary valve; Medicine; Outcome (game theory); Annulus (botany); Tetralogy of Fallot; Internal medicine; Cardiology; Surgery; Materials science; Mathematics; Composite material; Heart disease","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":[0.0006949161,0.0008904617,0.0004674964,0.001296594,0.0008763775,0.00139649,0.0007935521,0.001581248,0.9231812],"category_scores_gemma":[0.0009847727,0.0003043776,0.0003821403,0.000789802,0.0005616021,0.001230732,0.001874829,0.001080186,0.9063753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004732318,"about_ca_system_score_gemma":0.0006209539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002125409,"about_ca_topic_score_gemma":0.002312193,"domain_scores_codex":[0.9994922,0.00009105183,0.00004190699,0.0001276645,0.00009662616,0.0001505552],"domain_scores_gemma":[0.998887,0.0002266411,0.00008369381,0.0001217454,0.0001881256,0.0004927926],"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":[0.001145805,0.001094984,0.01503781,0.0003628554,0.0000296293,0.001232448,0.0002068215,0.0001710767,0.004376074,0.00230761,0.2138713,0.7601635],"study_design_scores_gemma":[0.0002887957,0.0005689135,0.02629142,0.0005802179,0.00002857076,0.002630624,0.0002859771,0.0004379217,0.001150996,0.001167299,0.9665294,0.00003992602],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01596594,0.001000262,0.00120043,0.00241472,0.000652295,0.0002277479,0.004038118,0.00104431,0.9734562],"genre_scores_gemma":[0.01240379,0.0003650902,0.001030761,0.001155498,0.000171256,0.0001380953,0.001502256,0.0002068871,0.9830264],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07681876,"threshold_uncertainty_score":0.1095726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006346061694315965,"score_gpt":0.252639444481311,"score_spread":0.2462933827869951,"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."}}