{"id":"W4406546251","doi":"10.1016/s1544-8800(05)70196-2","title":"10.1016/s1544-8800(05)70196-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; 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":[0.001024844,0.002754054,0.001854809,0.002670269,0.002511362,0.003350269,0.003050994,0.006096932,0.9888314],"category_scores_gemma":[0.001724644,0.0008709818,0.001480265,0.001940774,0.001601,0.00466718,0.003142277,0.002844788,0.9914859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001068408,"about_ca_system_score_gemma":0.00123489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003983743,"about_ca_topic_score_gemma":0.003542067,"domain_scores_codex":[0.9993815,0.00004221626,0.00005243057,0.0002041707,0.0001629105,0.0001568126],"domain_scores_gemma":[0.9977069,0.000563381,0.0001384229,0.0002023361,0.0004593808,0.0009295933],"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":[0.0004660711,0.0002829838,0.000840514,0.0006152379,0.00003527572,0.0002925842,0.00009831545,0.0004102917,0.001921002,0.004116436,0.3776694,0.6132519],"study_design_scores_gemma":[0.00007536916,0.0001477873,0.0008672295,0.0003110534,0.00001419479,0.0004147056,0.0001114247,0.000188851,0.0003544347,0.0005285119,0.9969627,0.000023588],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004517491,0.0005321738,0.0005398575,0.0005365874,0.0004242989,0.0001162215,0.0006634882,0.0007610272,0.9959746],"genre_scores_gemma":[0.0004788638,0.0002052587,0.0002954894,0.0002436863,0.000092693,0.00005092549,0.0003062341,0.0001151498,0.9982117],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0111686,"threshold_uncertainty_score":0.01593059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005802189825082031,"score_gpt":0.2407468606122106,"score_spread":0.2349446707871286,"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."}}