{"id":"W2911582098","doi":"10.1111/acem.13711","title":"Hot Off the Press: Hospital Observation Upon Reversal (<scp>HOUR</scp>) With Naloxone: A Prospective Clinical Prediction Rule Validation Study","year":2019,"lang":"en","type":"letter","venue":"Academic Emergency Medicine","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Calgary","funders":"","keywords":"Medicine; Clinical judgement; Adverse effect; (+)-Naloxone; Prospective cohort study; Observational study; Emergency department; Emergency medicine; Opioid; Judgement; Clinical prediction rule; Internal medicine; Psychiatry","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":[0.009649912,0.0002068421,0.0003607183,0.0004162726,0.0004968262,0.00104113,0.0006012563,0.001426974,0.001229374],"category_scores_gemma":[0.07947564,0.0002204773,0.0003366171,0.0004938191,0.0005586205,0.0007413459,0.0003235441,0.001511465,0.0006986477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009707952,"about_ca_system_score_gemma":0.001201708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004449493,"about_ca_topic_score_gemma":0.003989622,"domain_scores_codex":[0.9928476,0.004849474,0.000639242,0.000369919,0.001067965,0.000225864],"domain_scores_gemma":[0.9172969,0.05286634,0.01392949,0.003512244,0.01070257,0.001692426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002006413,0.0008071763,0.9746082,0.00004846093,0.00008699391,0.001147279,0.00031314,0.0001776238,0.000136909,0.00009018044,0.006094174,0.01448331],"study_design_scores_gemma":[0.001943815,0.008222387,0.9413481,0.0004073429,0.0003420554,0.01174384,0.002251241,0.0185194,0.001614966,0.001129948,0.0123409,0.0001360992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876467,0.0004697306,0.0007773777,0.006799966,0.0002985744,0.0002194783,0.0005092307,0.00001500544,0.003263946],"genre_scores_gemma":[0.9933878,0.0002478447,0.0014158,0.003855932,0.0003362664,0.00009449745,0.0002399279,0.000005851774,0.0004158624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009649912,"threshold_uncertainty_score":0.05103427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05054083320129121,"score_gpt":0.3425018880700039,"score_spread":0.2919610548687127,"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."}}