{"id":"W6961255878","doi":"10.1371/journal.pone.0294809.s005","title":"Study characteristics and results.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Fetal and Pediatric Neurological Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cystectomy; Perioperative; Bladder cancer; Ileus; Blood loss; Complication; Urinary diversion; Incidence (geometry)","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":[0.007740935,0.001409539,0.003995125,0.006262551,0.001120129,0.002311674,0.00148699,0.002388085,0.08212265],"category_scores_gemma":[0.03752378,0.000652954,0.006489483,0.01057255,0.0004917249,0.002536191,0.001495702,0.001709994,0.01488049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002521584,"about_ca_system_score_gemma":0.006267443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004725585,"about_ca_topic_score_gemma":0.004742298,"domain_scores_codex":[0.9878073,0.002330928,0.005412701,0.00162292,0.001966438,0.000859763],"domain_scores_gemma":[0.9903851,0.004297898,0.002143419,0.0006682074,0.002204317,0.0003010927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01788803,0.0006127903,0.1225423,0.2762879,0.01779663,0.001586036,0.002057093,0.001177864,0.0008827182,0.008908556,0.2486361,0.301624],"study_design_scores_gemma":[0.005265177,0.001886769,0.1467057,0.1039122,0.02372427,0.003462869,0.002439888,0.0009209139,0.001106902,0.01475478,0.6954942,0.0003262999],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.03494032,0.2312218,0.01007674,0.00387182,0.002272943,0.02292635,0.6293099,0.0004168619,0.06496317],"genre_scores_gemma":[0.364569,0.08051363,0.01821095,0.01948752,0.001618921,0.2269415,0.2417057,0.001141392,0.04581127],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9178773,"threshold_uncertainty_score":0.2747276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0843330475783061,"score_gpt":0.3032998236232068,"score_spread":0.2189667760449007,"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."}}