{"id":"W4406664788","doi":"10.1016/b978-0-323-39242-6.00010-5","title":"10.1016/b978-0-323-39242-6.00010-5","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Urology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001466313,0.0004859463,0.0008227231,0.0002574646,0.0000642609,0.00003029467,0.0002355283,0.0004804125,0.9961623],"category_scores_gemma":[0.00004531545,0.0003967398,0.0004630195,0.00004742064,0.00010597,0.00004027263,0.0001136224,0.0005187134,0.996679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000757923,"about_ca_system_score_gemma":0.00009714321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009179561,"about_ca_topic_score_gemma":1.4046e-7,"domain_scores_codex":[0.9982377,0.00001867677,0.0003792625,0.0005471928,0.0004495849,0.000367552],"domain_scores_gemma":[0.998683,0.00004766461,0.00009625506,0.0007895142,0.0001017777,0.0002817744],"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":[0.0002602449,0.00003735865,2.74573e-8,0.00006674777,0.0001967618,0.000421395,0.00001118116,0.000003284363,0.00003552643,0.00003762008,0.2197875,0.7791424],"study_design_scores_gemma":[0.0005199111,0.000591044,0.000007900602,0.0004351167,0.0003235873,0.0003199343,4.053539e-7,0.000004387445,0.00005443917,0.0002660182,0.9970438,0.000433399],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000004255874,0.001243421,9.511613e-7,0.0003304389,0.000005338359,0.0005784606,0.00006597744,0.0002784241,0.9974927],"genre_scores_gemma":[0.000001257759,0.000008318183,0.000166425,0.0001336642,0.0006529147,0.00002390071,0.0002167718,0.0001229318,0.9986738],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.778709,"threshold_uncertainty_score":0.9998484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01431098176327915,"score_gpt":0.1984538182923995,"score_spread":0.1841428365291203,"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."}}