{"id":"W4226069936","doi":"10.20935/al4979","title":"The duality of two health crises in North America","year":2022,"lang":"en","type":"article","venue":"Academia Letters","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; McMaster University","funders":"","keywords":"Fentanyl; Opioid overdose; Heroin; (+)-Naloxone; Drug overdose; Medicine; Opioid; Anesthesia; Poison control; Emergency medicine; Psychiatry; Drug; Internal medicine","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":[0.0002356797,0.00009109957,0.0002235325,0.0000586184,0.0001400067,0.000002656604,0.0001376687,0.00002175914,0.00004349175],"category_scores_gemma":[0.00004116392,0.0000679732,0.00005878596,0.0003527153,0.0000840297,0.00002322389,0.00009258263,0.0007289512,0.000006720078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002656684,"about_ca_system_score_gemma":0.0001274288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001388949,"about_ca_topic_score_gemma":0.00007366449,"domain_scores_codex":[0.9987512,0.0001786938,0.0003091069,0.0001743672,0.0003260272,0.0002606387],"domain_scores_gemma":[0.9993968,0.0001400767,0.0001384865,0.0002556687,0.00000843781,0.00006055094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001713825,0.0002528372,0.9093049,0.00008077634,0.00008979683,0.00003213156,0.008322279,0.0005981785,0.0006114555,0.00009669688,0.05563874,0.02480089],"study_design_scores_gemma":[0.002396247,0.0003132279,0.8593049,0.00002068245,0.00003984225,0.00001133814,0.003497428,0.00006219876,0.0002593703,0.00005027645,0.1339166,0.0001279019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8444905,0.0008997894,0.0000104823,0.1540777,0.00007355608,0.0003191997,0.00001996993,0.00001961261,0.00008924423],"genre_scores_gemma":[0.9567549,0.0003064288,0.0001325278,0.04258226,0.00003236247,0.0001018481,0.00003750322,0.00001283719,0.00003933255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1122644,"threshold_uncertainty_score":0.3166971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02258001320049046,"score_gpt":0.3305459929715379,"score_spread":0.3079659797710474,"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."}}