{"id":"W1099040871","doi":"10.1038/ki.2015.232","title":"Prediction and validation of hemodialysis duration in acute methanol poisoning","year":2015,"lang":"en","type":"article","venue":"Kidney International","topic":"Poisoning and overdose treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université Laval; Quebec - Clinical Research Organization in Cancer; Hôtel-Dieu de Québec","funders":"Canadian Institutes of Health Research","keywords":"Methanol poisoning; Hemodialysis; Medicine; Duration (music); Internal medicine; Emergency medicine; Acute kidney injury; Intensive care medicine; Cardiology; Methanol; Chemistry; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001748786,0.00006174775,0.0001179742,0.0001946861,0.0000112672,0.00001055243,0.00003007769,0.00004651385,0.00002902828],"category_scores_gemma":[0.0004236978,0.00005644071,0.00002711611,0.0001063791,0.00001767628,0.0001728454,0.00001697153,0.00005302461,0.000006236054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000131868,"about_ca_system_score_gemma":0.00009021864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009347709,"about_ca_topic_score_gemma":0.000002616567,"domain_scores_codex":[0.9993333,0.00002410233,0.0002114515,0.0001222258,0.0002452416,0.00006371865],"domain_scores_gemma":[0.9996061,0.00001928394,0.00008514928,0.0000680473,0.0001168555,0.0001045602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003831996,0.0002206339,0.9674379,0.00001740247,0.0004755333,0.00001812401,0.00187359,0.00009093252,0.0234155,0.0004592943,0.002198293,0.003409592],"study_design_scores_gemma":[0.01757022,0.0006943168,0.583027,0.0006212996,0.0007483987,0.0002493438,0.0005969563,0.04809954,0.3431355,0.001764695,0.003221337,0.0002714012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928308,0.0000250249,0.0009525038,0.002081086,0.0002636307,0.0001043639,0.00004373423,0.00002341129,0.003675474],"genre_scores_gemma":[0.9961457,0.00002287266,0.002751638,0.0001193274,0.0000658606,0.00001096116,0.0003918471,0.000005943203,0.0004859034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3844109,"threshold_uncertainty_score":0.2301585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03177670233745115,"score_gpt":0.3007729408337386,"score_spread":0.2689962384962875,"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."}}