{"id":"W4311962687","doi":"10.4081/ecj.2022.10990","title":"What is happening in that urinary catheter bag?","year":2022,"lang":"en","type":"article","venue":"Emergency Care Journal","topic":"Methemoglobinemia and Tumor Lysis Syndrome","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Medicine; Renal function; Nausea; Creatinine; Hydronephrosis; Constipation; Urinary system; Abdominal pain; Surgery; Kidney disease; Abdomen; Anesthesia; Internal medicine","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":[0.0001718087,0.000512604,0.0004510029,0.0006154094,0.001804913,0.001026375,0.0005642441,0.00337586,0.003961248],"category_scores_gemma":[0.002509264,0.0002743545,0.0004569331,0.0005068523,0.0006380742,0.00261009,0.0005685347,0.003030453,0.0009718918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008973329,"about_ca_system_score_gemma":0.0007433777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004203545,"about_ca_topic_score_gemma":0.005589204,"domain_scores_codex":[0.9997675,0.000042449,0.00002718677,0.00004361674,0.00004310629,0.00007610944],"domain_scores_gemma":[0.9991593,0.0001751256,0.0002053084,0.00002304753,0.00009765984,0.0003395397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0002232187,0.0003400956,0.06229406,0.0003044057,0.0000539701,0.8683922,0.002451469,0.0001946929,0.0009857101,0.001758683,0.03208008,0.03092141],"study_design_scores_gemma":[0.0000215713,0.0002641163,0.02329886,0.000385306,0.00003362073,0.9501454,0.003829892,0.0004871821,0.0004667021,0.00156369,0.01943978,0.00006399507],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6321444,0.04642401,0.005946318,0.2468263,0.009464313,0.0003283968,0.0009697668,0.0009291352,0.05696736],"genre_scores_gemma":[0.9225724,0.01257618,0.002013254,0.04834816,0.003108814,0.00003470753,0.0002608574,0.00005883574,0.01102677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004203545,"threshold_uncertainty_score":0.01325166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02602723264402504,"score_gpt":0.2972989167492792,"score_spread":0.2712716841052542,"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."}}