{"id":"W4397041565","doi":"10.1681/asn.20233411s1575b","title":"Utility of a Renal Genetics Clinic: A Canadian Prospective Cohort","year":2023,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Renal and related cancers","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Prospective cohort study; Medicine; Cohort; Internal medicine; Genetics; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001403054,0.0009618106,0.0006335081,0.001897693,0.006498679,0.002126305,0.001856283,0.0009358922,0.003352663],"category_scores_gemma":[0.003420743,0.0008220828,0.0008133111,0.004783149,0.001259055,0.0007328071,0.001821793,0.001425964,0.0004376872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0206094,"about_ca_system_score_gemma":0.02611651,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9661027,"about_ca_topic_score_gemma":0.9730674,"domain_scores_codex":[0.9977589,0.0001717856,0.00008537343,0.0006383281,0.0007008226,0.0006448391],"domain_scores_gemma":[0.9958906,0.0002699851,0.0009973365,0.0002654659,0.001475125,0.001101436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000948841,0.00006218884,0.9965605,0.00002084065,0.00004525007,0.0001985885,0.0007459227,0.00005753645,0.0001789899,0.00009140024,0.0006958012,0.001248123],"study_design_scores_gemma":[0.00003775208,0.000121556,0.9957968,0.00005571527,0.00007067803,0.0004322926,0.001725625,0.0004144296,0.00007670916,0.00005138495,0.001183116,0.00003383404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938373,0.0002344494,0.0001422503,0.0002359716,0.00001077668,0.0001154753,0.003824073,0.000008996873,0.001590785],"genre_scores_gemma":[0.9962101,0.0002846438,0.0004322939,0.0002338013,0.00001173569,0.00006347145,0.00221943,0.00001195723,0.0005324994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03389728,"threshold_uncertainty_score":0.1495323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01091196587010622,"score_gpt":0.2723698444302375,"score_spread":0.2614578785601313,"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."}}