{"id":"W4252474673","doi":"10.31525/ct1-nct03868436","title":"PENTHROX™ in the Canadian Emergency Department (ED)","year":2019,"lang":"en","type":"article","venue":"Case Medical Research","topic":"Poisoning and overdose treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Emergency department; Medical emergency; Medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004770456,0.0005780096,0.0002994741,0.001341622,0.008301241,0.002558935,0.001184005,0.00393089,0.08955283],"category_scores_gemma":[0.002945251,0.0004052014,0.0005153082,0.001293136,0.001880714,0.0009048411,0.001383289,0.003991664,0.007176702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02047162,"about_ca_system_score_gemma":0.03716734,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7880325,"about_ca_topic_score_gemma":0.9272397,"domain_scores_codex":[0.9988468,0.00007919278,0.00006080352,0.0001047873,0.0003084808,0.0005999067],"domain_scores_gemma":[0.9971864,0.0001048235,0.0001119397,0.00004209711,0.001291221,0.001263555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.0001410947,0.0002231422,0.03922173,0.0002763106,0.00004377931,0.0603217,0.002151498,0.0001596498,0.001060285,0.004321953,0.8431356,0.0489433],"study_design_scores_gemma":[0.000047384,0.00007688418,0.04981721,0.0008472979,0.00006540128,0.01747446,0.01287772,0.0001691195,0.0004025355,0.001291502,0.9168451,0.00008542691],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07262641,0.008562925,0.0007662229,0.3572383,0.0240919,0.0005837283,0.002381379,0.0002460504,0.5335031],"genre_scores_gemma":[0.3344225,0.01532697,0.002666978,0.1488553,0.008502753,0.0001595112,0.001298047,0.0001404132,0.4886275],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2119675,"threshold_uncertainty_score":0.4264317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09088940498994126,"score_gpt":0.4569411889789943,"score_spread":0.3660517839890531,"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."}}