{"id":"W3197487849","doi":"10.47326/ocsat.2021.02.42.1.0","title":"The Impact of the COVID-19 Pandemic on Opioid-Related Harm in Ontario","year":2021,"lang":"en","type":"report","venue":"","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Public health; Mandate; Pandemic; Harm; Health care; Health equity; Psychological intervention; Medicine; Scientific evidence; Population; Psychology; Environmental health; Nursing; Political science; Coronavirus disease 2019 (COVID-19); Psychiatry; Disease; Infectious disease (medical specialty); Social psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006326439,0.0004213048,0.0008277759,0.0001332983,0.00009865066,0.00002169473,0.0002671334,0.0004557665,0.002023147],"category_scores_gemma":[0.0009070803,0.0001808242,0.0007647099,0.0003390857,0.0001134691,0.00001578945,0.0001330873,0.001256108,0.00002666324],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009085441,"about_ca_system_score_gemma":0.03192923,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6213267,"about_ca_topic_score_gemma":0.4319724,"domain_scores_codex":[0.9973186,0.0001354481,0.0007705073,0.0004590296,0.0009483239,0.0003680967],"domain_scores_gemma":[0.9975312,0.0004055633,0.0003847049,0.001288447,0.0002047586,0.0001853007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001549873,0.0006290613,0.9587042,0.0001525702,0.001218615,0.0001404823,0.002007083,0.00009969215,0.00002984396,0.00003273049,0.03550098,0.001329761],"study_design_scores_gemma":[0.002758698,0.0004648847,0.8758397,0.0006506699,0.0004581251,0.0002937821,0.0004583778,0.00001034402,0.00004179591,0.0001711034,0.118622,0.000230554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7959927,0.004360794,0.00000131254,0.00171536,0.001120105,0.00230954,0.00005228699,0.00007301624,0.1943749],"genre_scores_gemma":[0.7669695,0.007514277,0.00001498003,0.0005818813,0.00006969209,0.000133043,0.0004674754,0.00008839815,0.2241607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1893543,"threshold_uncertainty_score":0.9988891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07259564127324976,"score_gpt":0.376024782858852,"score_spread":0.3034291415856022,"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."}}