{"id":"W7084291265","doi":"","title":"A qualitative application of a conceptual model of post-incarceration opioid overdose risk to a Canadian sample","year":2025,"lang":"en","type":"article","venue":"Saint Mary's University Institutional Repository (Saint Mary's University)","topic":"Hernia repair and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conceptual model; Sample (material); Opioid overdose; Qualitative research; Opioid; Drug overdose; Resource (disambiguation); Data collection","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":[0.01676352,0.0007941604,0.0005890381,0.003975767,0.0272227,0.006173742,0.004713792,0.001726531,0.006119349],"category_scores_gemma":[0.02364025,0.0006633385,0.0006678919,0.00654383,0.01124178,0.003344528,0.005751913,0.003471192,0.0002908832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1097424,"about_ca_system_score_gemma":0.1579004,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9267917,"about_ca_topic_score_gemma":0.9505823,"domain_scores_codex":[0.9936241,0.003671271,0.000223923,0.0004997968,0.0008479312,0.001132986],"domain_scores_gemma":[0.9819518,0.01135206,0.0006956774,0.000444295,0.004285748,0.001270499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001906797,0.00005891142,0.003271912,0.0001561114,0.000002706834,0.0004199821,0.9788603,0.0001728355,0.0001653455,0.009500123,0.002164253,0.005208364],"study_design_scores_gemma":[0.000007718579,0.00001041169,0.001576374,0.0001981558,0.000003632601,0.00006223254,0.9901223,0.0002488616,0.00007091919,0.001274948,0.006410071,0.00001431643],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8888215,0.0007684596,0.02448732,0.02001746,0.0002301405,0.005101103,0.002326985,0.00009395607,0.0581531],"genre_scores_gemma":[0.9695668,0.0007863724,0.01772138,0.001624794,0.00001217215,0.002666925,0.0004328107,0.00005674546,0.007132155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1097424,"threshold_uncertainty_score":0.7962403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01160319974523988,"score_gpt":0.2416693715240533,"score_spread":0.2300661717788134,"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."}}