{"id":"W4392449352","doi":"10.1002/cbl.30779","title":"Why stronger overdose rescue medications are needed in fentanyl era","year":2024,"lang":"en","type":"article","venue":"The Brown University Child and Adolescent Behavior Letter","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Virginia Commonwealth University; Brown University; University of Washington; Tufts University School of Medicine; University of Missouri; York University; George Washington University; University of North Carolina at Chapel Hill; University of California, Los Angeles; Case Western Reserve University","keywords":"Fentanyl; Medicine; Emergency medicine; Medical emergency; Anesthesia","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002226365,0.0002355464,0.000289544,0.0002983957,0.002783492,0.00181232,0.0004818807,0.008038528,0.008745661],"category_scores_gemma":[0.02221509,0.0002799424,0.0003635306,0.0002497873,0.003615994,0.005621361,0.001212408,0.01646193,0.002980292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002160765,"about_ca_system_score_gemma":0.001576719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004289465,"about_ca_topic_score_gemma":0.005470803,"domain_scores_codex":[0.9983633,0.0006902351,0.000126988,0.0001156133,0.0004645763,0.0002392406],"domain_scores_gemma":[0.9899768,0.005359125,0.001291999,0.0002192059,0.001577023,0.001575796],"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":[0.0001022446,0.00008280413,0.005508435,0.0002090529,0.00002851293,0.004872088,0.004966691,0.00005485026,0.0008928661,0.01283817,0.9248824,0.04556199],"study_design_scores_gemma":[0.00005766854,0.0001722946,0.008781485,0.0009500662,0.00002978867,0.01019819,0.01259877,0.0001894666,0.0005737169,0.01437456,0.9520168,0.00005726769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004204595,0.003431607,0.00008761362,0.9839643,0.003259212,0.000002813715,0.0000220975,0.00001561275,0.005012059],"genre_scores_gemma":[0.1144792,0.01389964,0.0004612186,0.8450415,0.01488804,0.00001783327,0.00004497921,0.0001078217,0.01105974],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.008745661,"threshold_uncertainty_score":0.02925718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01132453277508048,"score_gpt":0.2234584733599216,"score_spread":0.2121339405848411,"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."}}