{"id":"W6964304583","doi":"10.25384/sage.20977126","title":"Supplemental Material – Accuracy, Reproducibility and User Experience With Standardized Instructions for Measurement of Total Kidney Volume in Autosomal Dominant Polycystic Kidney Disease","year":2022,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reproducibility; Volume (thermodynamics); Autosomal dominant polycystic kidney disease; Kidney disease; Kidney","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01274399,0.0006904168,0.001047313,0.003070164,0.0007348274,0.001548305,0.001265018,0.001272303,0.3003198],"category_scores_gemma":[0.1505455,0.0005154351,0.0009156412,0.002054669,0.0003597257,0.001159516,0.000969503,0.001147386,0.09032463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000932948,"about_ca_system_score_gemma":0.001469719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002466975,"about_ca_topic_score_gemma":0.004283573,"domain_scores_codex":[0.9867908,0.004996512,0.002629183,0.0008304596,0.004462857,0.0002903045],"domain_scores_gemma":[0.785259,0.1455078,0.009382136,0.01249686,0.04570605,0.001648153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0009013141,0.0004987393,0.01186393,0.0007065245,0.00005940328,0.000118627,0.0002230136,0.0003294362,0.000942957,0.000606225,0.8701825,0.1135673],"study_design_scores_gemma":[0.00110397,0.00140995,0.1837545,0.003008111,0.000204527,0.002799263,0.001032351,0.007740077,0.01159107,0.00678766,0.7801193,0.0004491404],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0717558,0.002200458,0.1095447,0.01245142,0.006863201,0.01116987,0.6338816,0.06698941,0.08514356],"genre_scores_gemma":[0.222979,0.002052451,0.2616369,0.01292892,0.003446403,0.04256121,0.3416592,0.01590354,0.09683238],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3003198,"threshold_uncertainty_score":0.9980088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02360709894224062,"score_gpt":0.2915971098687822,"score_spread":0.2679900109265416,"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."}}