{"id":"W4322496099","doi":"10.1111/add.16175","title":"Seasonal, weekly and other cyclical patterns in deaths due to drug poisoning in England and Wales","year":2023,"lang":"en","type":"article","venue":"Addiction","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University; National Institute for Health and Care Research; National Institute for Health and Care Research Applied Research Collaboration Oxford and Thames Valley; Office for National Statistics","keywords":"Medicine; Demography; Poisson regression; Death certificate; Names of the days of the week; Confidence interval; Weekend effect; Epidemiology; Poison control; Seasonality; Cause of death; Population; Environmental health; Emergency medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001189531,0.0001262437,0.0002044013,0.001606646,0.0002074667,0.0005398276,0.0003960019,0.0002108147,0.001214877],"category_scores_gemma":[0.004233756,0.0001783369,0.000323525,0.001663447,0.0003776761,0.0004925128,0.0007538764,0.0002362313,0.0002142535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001315467,"about_ca_system_score_gemma":0.0007348942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07170939,"about_ca_topic_score_gemma":0.1043652,"domain_scores_codex":[0.9989265,0.0002910746,0.0001846046,0.0001973296,0.0002018185,0.0001987163],"domain_scores_gemma":[0.9962187,0.0005687258,0.001944448,0.0001655036,0.0008136363,0.0002890461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006541644,0.00001093555,0.9935959,0.00007875002,0.00004803231,0.0001192201,0.000579617,0.0001524845,0.0001797403,0.00006914219,0.0006772756,0.004423499],"study_design_scores_gemma":[0.000001342396,0.00001650095,0.9990286,0.00001598646,0.00000468122,0.0000792164,0.0003112191,0.0001059056,0.00001769584,0.00002299659,0.0003923002,0.000003707273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945138,0.001245194,0.000269639,0.000379646,0.00002819455,0.00002859993,0.002233006,0.00001395047,0.001288042],"genre_scores_gemma":[0.9974753,0.0005053842,0.0001445224,0.00007834463,0.00002231196,0.00002680166,0.001252705,0.00000481385,0.0004897415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07170939,"threshold_uncertainty_score":0.142584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01247326953591322,"score_gpt":0.271040844198759,"score_spread":0.2585675746628458,"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."}}