{"id":"W4397048266","doi":"10.1681/asn.20233411s1210d","title":"Computable Phenotype to Identify ADPKD Patients, A Validation Study","year":2023,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Phenotype; Medicine; Internal medicine; Urology; Computational biology; Biology; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.004716804,0.0005827348,0.000435669,0.001251208,0.0007976711,0.001418877,0.0008631101,0.0008850477,0.001636454],"category_scores_gemma":[0.02101163,0.000296066,0.0006016831,0.001046596,0.000860439,0.001124402,0.001304845,0.000858521,0.0007177858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007281753,"about_ca_system_score_gemma":0.000997772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002564571,"about_ca_topic_score_gemma":0.00204782,"domain_scores_codex":[0.9973965,0.001103862,0.0003274574,0.0005414417,0.0004612802,0.0001694827],"domain_scores_gemma":[0.9893122,0.003124412,0.00238994,0.001926288,0.002356933,0.000890149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003058823,0.0001996987,0.9962353,0.0000230224,0.00003236076,0.0001391338,0.0002157856,0.000100919,0.0001432038,0.0001170346,0.0004303775,0.002057285],"study_design_scores_gemma":[0.0002679866,0.0009922474,0.9927118,0.000051804,0.00006185391,0.001148081,0.0006420547,0.001637587,0.0002384934,0.000277752,0.001950854,0.00001950413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963394,0.0001183905,0.0007650276,0.0001095263,0.00002361954,0.000270993,0.001365217,0.00001199722,0.0009958263],"genre_scores_gemma":[0.9957367,0.00005152661,0.001163503,0.0001313431,0.00001855388,0.0003037174,0.002427913,0.000009018419,0.0001577266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004716804,"threshold_uncertainty_score":0.02494514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02305661544043261,"score_gpt":0.3207167193472246,"score_spread":0.297660103906792,"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."}}