{"id":"W7014222868","doi":"","title":"Opioid Deprescribing Among Residents of Long-Term Care Homes in Ontario: Characteristics and Outcomes","year":2023,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deprescribing; Discontinuation; Opioid; Retrospective cohort study; Polypharmacy; Cohort study; Medical prescription; Adverse effect; Cohort; Health care","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006838712,0.000240483,0.0002576461,0.0007532796,0.001807281,0.0007720778,0.001033213,0.000368287,0.001215433],"category_scores_gemma":[0.002364885,0.0002941119,0.0004708679,0.002333151,0.000752948,0.0004904042,0.000834043,0.0005168983,0.0001377716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01089406,"about_ca_system_score_gemma":0.01307472,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9212299,"about_ca_topic_score_gemma":0.9673339,"domain_scores_codex":[0.9991263,0.00006624686,0.00007482679,0.0001435513,0.0002954041,0.0002938096],"domain_scores_gemma":[0.9967483,0.0001310292,0.001606808,0.00009884558,0.0007976118,0.0006173258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001787632,0.00001968249,0.9984546,0.00001529469,0.00001531711,0.00003067786,0.0003416311,0.00002221437,0.00004743465,0.00001181039,0.0002786927,0.0007449187],"study_design_scores_gemma":[0.000002395029,0.00001549768,0.9991522,0.00001184762,0.00000718098,0.00002122343,0.0004845703,0.00004796755,0.000009926097,0.000006786087,0.0002375638,0.000002801616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964953,0.0002635238,0.00006750022,0.0002125909,0.000005812169,0.00004463382,0.002075728,0.000004114247,0.00083088],"genre_scores_gemma":[0.998144,0.0001839839,0.000116312,0.00009014511,0.000008398334,0.00003757832,0.001026775,0.000002008531,0.0003906174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0787701,"threshold_uncertainty_score":0.1584679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007671403722288014,"score_gpt":0.2175581140010243,"score_spread":0.2098867102787363,"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."}}