{"id":"W7117563810","doi":"10.1097/cxa.0000000000000251","title":"Ending False Divides in Addiction Treatment Perspectives","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Harm; Addiction; Polysubstance dependence; Ambivalence; Psychosocial; Power (physics); Competence (human resources); Addiction medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02570431,0.000883353,0.001043241,0.002576425,0.01650783,0.01598235,0.003308892,0.01691372,0.006682759],"category_scores_gemma":[0.02603592,0.0006148109,0.0009022502,0.001680186,0.09058645,0.02295961,0.01662597,0.03713244,0.001033756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01349056,"about_ca_system_score_gemma":0.009479985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003314349,"about_ca_topic_score_gemma":0.003914541,"domain_scores_codex":[0.9632735,0.02810707,0.0008091687,0.001297527,0.003586223,0.002926476],"domain_scores_gemma":[0.9803429,0.01382872,0.000832362,0.001008869,0.001457376,0.002529924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002668692,0.00005201975,0.0002600871,0.0001357348,0.000009943939,0.0003360879,0.0318751,0.00009726061,0.00004043984,0.9197972,0.03541829,0.01195127],"study_design_scores_gemma":[0.00003045036,0.00004086375,0.0002365221,0.0008970966,0.00001215475,0.0006035236,0.02456084,0.000379246,0.00007847386,0.6776435,0.2954937,0.00002360706],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008256712,0.03708928,0.005698245,0.8228614,0.01211481,0.00002834348,0.00002401009,0.00004407577,0.1138831],"genre_scores_gemma":[0.5499831,0.02544085,0.004336248,0.3769603,0.01942183,0.0002883827,0.00006196328,0.0002249884,0.02328239],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02570431,"threshold_uncertainty_score":0.135939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02103014244654117,"score_gpt":0.2751798183827343,"score_spread":0.2541496759361931,"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."}}