{"id":"W4388124232","doi":"10.21428/cb6ab371.9242d6b5","title":"The impact of COVID-19 on opioid toxicity deaths for people who experience incarceration compared to the general population in Ontario: A whole population data linkage study","year":2023,"lang":"en","type":"preprint","venue":"CrimRxiv","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Opioid epidemic; Population; Linkage (software); Medicine; Environmental health; Demography; Opioid; Geography; Biology; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.000761587,0.0003640362,0.0006831666,0.0002142295,0.0003291208,0.0001229886,0.0006271595,0.0001609995,0.00001551999],"category_scores_gemma":[0.0007784241,0.0002321636,0.0001738697,0.0002857065,0.00002633821,0.0001014544,0.0006588463,0.0004043097,0.000007072699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001885534,"about_ca_system_score_gemma":0.000698967,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6050075,"about_ca_topic_score_gemma":0.6449702,"domain_scores_codex":[0.9973335,0.0002369985,0.0007532146,0.0008444262,0.0005082075,0.0003236198],"domain_scores_gemma":[0.9969119,0.0003091387,0.0003207487,0.002171515,0.0001284645,0.0001582794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000746735,0.0006533859,0.8985194,0.0001297279,0.0001305299,0.000003679322,0.05278524,0.04522389,0.0000981391,0.00004411133,0.001324013,0.0003411787],"study_design_scores_gemma":[0.001546135,0.0006055086,0.9628764,0.000150284,0.0001368041,8.092488e-7,0.003362729,0.03060273,0.00002720356,0.0004187088,0.00008213015,0.000190517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892926,0.00006133913,0.001065554,0.001197559,0.0003535703,0.007621897,0.0003243659,0.00006749786,0.00001566315],"genre_scores_gemma":[0.9914845,0.00001457109,0.0003234919,0.000135056,0.0001392659,0.001303544,0.006254124,0.0000491118,0.0002963066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06435707,"threshold_uncertainty_score":0.9467359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1436744853318306,"score_gpt":0.4265393752470235,"score_spread":0.2828648899151929,"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."}}