{"id":"W6960848693","doi":"10.14288/1.0447271","title":"Spatial-temporal trends in the risk of illicit drug toxicity death in British Columbia","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Agricultural Practices and Plant Genetics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Odds; Logistic regression; Harm; Public health; Drug overdose; Odds ratio; Poison control; Illicit drug","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004031226,0.00005765615,0.0001271001,0.000009106284,0.0005170088,0.00146629,0.000306041,0.0000514676,0.001672808],"category_scores_gemma":[0.00003082946,0.00002719157,0.00005871727,0.001744175,0.00001903819,0.0001533789,0.00006938374,0.0001978462,0.000003338612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002384127,"about_ca_system_score_gemma":0.00001212386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8921527,"about_ca_topic_score_gemma":0.9930718,"domain_scores_codex":[0.9991298,0.0002152466,0.0002058538,0.000189639,0.0001203636,0.0001390685],"domain_scores_gemma":[0.9994996,0.0003564274,0.00005808883,0.00003691955,0.00002270332,0.00002625892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002386618,0.0004437548,0.2057102,0.00001006039,0.00003566463,0.0000634243,0.0005623985,0.0001167125,0.001100021,0.00001304842,0.6798378,0.112083],"study_design_scores_gemma":[0.000101927,0.0001435105,0.8623592,0.00004919777,0.00002234144,0.00004202163,0.001100463,0.0006028117,0.00003995903,0.0005792256,0.134828,0.0001313606],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734087,0.0001544876,0.000001059846,0.0006478362,0.00011484,0.0002698231,0.0005989239,0.00001241541,0.02479192],"genre_scores_gemma":[0.9506288,0.000285466,0.00003347245,0.00004640253,0.000075389,0.00003226148,0.00007384719,5.231562e-7,0.04882384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6566489,"threshold_uncertainty_score":0.9995703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02218472542690815,"score_gpt":0.2410817479374411,"score_spread":0.218897022510533,"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."}}