{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008800969,0.0001114479,0.0002097796,0.0007798868,0.00006006573,0.00005713191,0.00006269701,0.0001174526,0.00008100764],"category_scores_gemma":[0.000120846,0.0001146959,0.00005505574,0.000659841,0.00005417625,0.001837428,0.000009633774,0.0001036691,0.00001816022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001768511,"about_ca_system_score_gemma":0.00002244286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005993004,"about_ca_topic_score_gemma":0.0006639272,"domain_scores_codex":[0.9988469,0.00007519929,0.0004664957,0.000232945,0.0002632405,0.0001152504],"domain_scores_gemma":[0.9992537,0.0001116703,0.0003030987,0.0000803314,0.0002369155,0.00001422157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0031789,0.0008379146,0.8076252,0.0005022287,0.0005202459,0.00002602085,0.004617983,0.01236061,0.08261228,0.0510857,0.0002664766,0.03636651],"study_design_scores_gemma":[0.01867396,0.0001599097,0.8214944,0.0001298573,0.003804626,0.00005378511,0.002648904,0.09274202,0.02789183,0.02745587,0.004047937,0.0008969104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806333,0.00004882289,0.0155678,0.001422495,0.0001728811,0.000166577,0.000004360055,0.00005473538,0.001929007],"genre_scores_gemma":[0.9982206,0.0001019768,0.0006087379,0.0004812755,0.000141661,0.0000293243,0.0003960089,0.000009112316,0.00001131871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08038141,"threshold_uncertainty_score":0.4677165,"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."}}