{"id":"W2464446914","doi":"10.15406/mojph.2016.04.00069","title":"Assessment of Acute Antidote Shortage and its Effect on Treatment Outcome","year":2016,"lang":"en","type":"article","venue":"MOJ Public Health","topic":"Poisoning and overdose treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Antidote; Economic shortage; Medicine; Public health; Intensive care medicine; Outcome (game theory); Health economics; Environmental health; Nursing; Internal medicine; Economics; Government (linguistics)","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":[0.001923154,0.0002117854,0.0005012225,0.0008415647,0.0004860068,0.0008748181,0.0003820625,0.0004006728,0.003083421],"category_scores_gemma":[0.006318533,0.0001437344,0.0007144146,0.0007735249,0.0003627118,0.0007062107,0.0007676328,0.0009554506,0.0002869222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006914321,"about_ca_system_score_gemma":0.0007310508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001601123,"about_ca_topic_score_gemma":0.002164847,"domain_scores_codex":[0.9983608,0.0005534245,0.0003470678,0.0001634907,0.0003505508,0.0002246819],"domain_scores_gemma":[0.9907833,0.001571859,0.005162945,0.0001335642,0.001168077,0.001180146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003344555,0.0002805551,0.9950535,0.00007652656,0.00006028233,0.00009104453,0.0002038475,0.00007444798,0.00006622696,0.000020905,0.0001280587,0.003610184],"study_design_scores_gemma":[0.00002228564,0.001851905,0.9953938,0.00007346344,0.00009664556,0.0003436599,0.001137128,0.0004978137,0.0001831251,0.00008450494,0.0002997269,0.00001598395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973751,0.0006692882,0.0001206095,0.0002915036,0.00001680565,0.00005795039,0.0002866954,0.000005012269,0.001177065],"genre_scores_gemma":[0.9994016,0.0001685286,0.00009510216,0.00002574102,0.00001233128,0.00002237353,0.000157394,7.926926e-7,0.0001161087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003083421,"threshold_uncertainty_score":0.010315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06466737602741654,"score_gpt":0.4170929293331794,"score_spread":0.3524255533057629,"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."}}