{"id":"W2587913309","doi":"10.1093/ndt/gfv179.04","title":"FP475PREDICTION AND VALIDATION OF HEMODIALYSIS DURATION IN INTENTIONAL METHANOL POISONING","year":2015,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôtel-Dieu de Québec","funders":"","keywords":"Medicine; Methanol poisoning; Hemodialysis; Duration (music); Emergency medicine; Intensive care medicine; Internal medicine; Methanol","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":[0.001848043,0.0006527972,0.0006303528,0.001070439,0.000406389,0.001201942,0.0006907547,0.001251392,0.001979576],"category_scores_gemma":[0.004123193,0.0002755046,0.001048415,0.0005416178,0.0003452468,0.0006654812,0.0005713644,0.0008235619,0.0006017671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009037972,"about_ca_system_score_gemma":0.0008082023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008929827,"about_ca_topic_score_gemma":0.005249757,"domain_scores_codex":[0.9991981,0.0002055466,0.00007938466,0.0001817674,0.0001686004,0.0001667238],"domain_scores_gemma":[0.9970355,0.00119348,0.0007779406,0.0002005059,0.0005001163,0.0002924257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009998435,0.0001149133,0.9913223,0.00001879803,0.0001221698,0.0001179906,0.00002446348,0.0006092036,0.0005741385,0.00005188253,0.0003632154,0.005681064],"study_design_scores_gemma":[0.00003826887,0.0005067778,0.9770538,0.00005985884,0.000406686,0.0008540812,0.0001867786,0.01379271,0.005634528,0.0002706782,0.001175465,0.00002034265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965987,0.0005148178,0.0005044017,0.0001711046,0.00003296591,0.00001175968,0.001277858,0.00004585334,0.0008425637],"genre_scores_gemma":[0.9983565,0.0001104568,0.0003245217,0.00003682986,0.00001486608,0.000006331832,0.0008872831,0.000005064953,0.0002580866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008929827,"threshold_uncertainty_score":0.01775569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02143992844005307,"score_gpt":0.2490359473665834,"score_spread":0.2275960189265304,"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."}}