{"id":"W4405770184","doi":"10.1177/20543581241304505","title":"Outcomes Using a Standardized Provincial Childhood Nephrotic Syndrome Clinical Pathway","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"BC Children's Hospital","keywords":"Medicine; Nephrotic syndrome; Pediatrics; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002063885,0.0002640147,0.0005699543,0.001304194,0.0005575739,0.001113629,0.0008298173,0.0002764658,0.002522014],"category_scores_gemma":[0.007078507,0.0001852727,0.0004391828,0.003757693,0.0004106543,0.0004451395,0.001458899,0.0005182723,0.0002830709],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008121908,"about_ca_system_score_gemma":0.01330502,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3277013,"about_ca_topic_score_gemma":0.398658,"domain_scores_codex":[0.9961607,0.0008338913,0.0003858491,0.0006684994,0.001388703,0.0005623122],"domain_scores_gemma":[0.9910383,0.0004965087,0.004673636,0.0003695329,0.002135682,0.001286422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004248832,0.0001018105,0.9846876,0.0001172788,0.00009478944,0.00005158909,0.0001360504,0.000814476,0.0001255816,0.0001091379,0.00286203,0.01047476],"study_design_scores_gemma":[0.0001748538,0.000443241,0.9958834,0.00007766671,0.00005417447,0.000228501,0.000278876,0.001106279,0.000139531,0.00005536305,0.001545838,0.00001227953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839124,0.0004864779,0.0005517869,0.0003374818,0.00002702878,0.0004276052,0.01030358,0.00007446533,0.00387931],"genre_scores_gemma":[0.9911,0.0002066658,0.00113833,0.0001004513,0.00001106202,0.0002249648,0.006870699,0.0000113232,0.0003365028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9918781,"threshold_uncertainty_score":0.6515877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02427515533592729,"score_gpt":0.3314996043761634,"score_spread":0.3072244490402362,"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."}}