{"id":"W2078404489","doi":"10.1016/j.jpurol.2011.05.013","title":"Prediction of the outcome of antenatally diagnosed hydronephrosis: A multivariable analysis","year":2011,"lang":"en","type":"article","venue":"Journal of Pediatric Urology","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Hydronephrosis; Outcome (game theory); Multivariable calculus; Internal medicine; Urinary system","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":[0.002616778,0.0007372937,0.0007338057,0.000876407,0.0006799453,0.00102897,0.001208209,0.0008868357,0.002188345],"category_scores_gemma":[0.007492521,0.0005686472,0.002163576,0.001012591,0.0004388861,0.0007328714,0.0009035492,0.001800667,0.0002631889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004779543,"about_ca_system_score_gemma":0.001110878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007306529,"about_ca_topic_score_gemma":0.004148503,"domain_scores_codex":[0.9982059,0.0008742957,0.0001183083,0.0002650235,0.0002111711,0.0003252231],"domain_scores_gemma":[0.993596,0.00352387,0.001082876,0.0005111511,0.0004814965,0.0008046265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006581245,0.0001147931,0.9955004,0.00001035989,0.0004032274,0.0001184303,0.00004782693,0.0006803924,0.0001942585,0.00006543428,0.0002369874,0.001969806],"study_design_scores_gemma":[0.00007910927,0.0005835294,0.9744129,0.00001792917,0.0007655437,0.0005151615,0.0002223754,0.02238064,0.0002603943,0.0003351236,0.0004001112,0.00002731321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982365,0.0002505016,0.0006319851,0.0002305496,0.00002906743,0.000007728083,0.0002670466,0.00001664594,0.0003300206],"genre_scores_gemma":[0.9992023,0.00008899614,0.0002296744,0.00001722607,0.00004345996,0.00000736699,0.0002304379,0.000006554536,0.0001738956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007306529,"threshold_uncertainty_score":0.01452798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04973575714806493,"score_gpt":0.2567256340011893,"score_spread":0.2069898768531243,"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."}}