{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004416258,0.0008251601,0.0006530091,0.001329443,0.0002945828,0.0008983642,0.0006893132,0.0008336469,0.0008685688],"category_scores_gemma":[0.0108181,0.0003159971,0.0008405585,0.0004259315,0.0002641172,0.0004110867,0.0006466155,0.0008807842,0.0005005994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003710995,"about_ca_system_score_gemma":0.000626547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004547743,"about_ca_topic_score_gemma":0.002675419,"domain_scores_codex":[0.9989806,0.0004858857,0.00008328855,0.0002408237,0.0001148206,0.00009468661],"domain_scores_gemma":[0.9915066,0.005344552,0.001161872,0.0005789904,0.0008308427,0.0005771989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005750376,0.0001286892,0.9775683,0.00001350139,0.0001337081,0.00009311577,0.0000419234,0.01179346,0.0004828679,0.0000254378,0.0003160968,0.008827983],"study_design_scores_gemma":[0.00008261095,0.0007405315,0.5340458,0.00005153186,0.0001965099,0.0005479212,0.0001846459,0.4607694,0.002445308,0.0003051289,0.0005959327,0.00003470792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926864,0.0001818316,0.006057614,0.00006870591,0.00001904836,0.00002261686,0.0005971121,0.0001229011,0.0002437776],"genre_scores_gemma":[0.9975156,0.00005354567,0.001393472,0.00001485139,0.000008234824,0.00001282061,0.0008863518,0.000008548812,0.0001066748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004547743,"threshold_uncertainty_score":0.02335566,"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."}}