{"id":"W3148564539","doi":"10.1001/jamainternmed.2016.3714","title":"Toxic Alcohol Calculations and Misinterpretation of Laboratory Results","year":2016,"lang":"en","type":"letter","venue":"JAMA Internal Medicine","topic":"Poisoning and overdose treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Toronto","funders":"","keywords":"Medicine; Teachable moment; Intensive care medicine; Psychotherapist","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":[0.0002354016,0.000297024,0.0006873342,0.0003268455,0.00002966372,0.000009942956,0.0001113872,0.0004814308,0.0001562604],"category_scores_gemma":[0.001195133,0.0001831574,0.00009191745,0.0001188138,0.0002663939,0.00008507822,0.00004037665,0.0007318988,0.00003394247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001483285,"about_ca_system_score_gemma":0.00008897263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003103889,"about_ca_topic_score_gemma":0.00000585251,"domain_scores_codex":[0.998081,0.00008469116,0.0006722835,0.0003925333,0.0005215021,0.0002479409],"domain_scores_gemma":[0.9982544,0.0004789092,0.0004326022,0.0004130129,0.0002964615,0.0001245796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006250914,0.00002912609,0.002126591,0.0003137332,0.0004747393,0.0007475726,0.0005866091,1.510883e-7,0.003117749,0.00001228118,0.9817631,0.01020332],"study_design_scores_gemma":[0.01433102,0.002033732,0.01617768,0.02238396,0.001060604,0.0003973474,0.00006166861,0.0001124241,0.004367601,0.0001298132,0.938623,0.0003211139],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04253603,0.001646504,0.0003117601,0.9365216,0.001048706,0.0004414743,0.0004126392,0.00007582521,0.01700545],"genre_scores_gemma":[0.4396523,0.0004397245,0.0005000942,0.512072,0.01094679,0.00003553835,0.0007889774,0.0001162324,0.03544839],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4244496,"threshold_uncertainty_score":0.746894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0210010546786921,"score_gpt":0.3111173768555627,"score_spread":0.2901163221768706,"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."}}