{"id":"W1980483333","doi":"10.1080/08897077.2011.555705","title":"Addiction Medicine in Canada: Challenges and Prospects","year":2011,"lang":"en","type":"article","venue":"Substance Abuse","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; University of Calgary","funders":"","keywords":"Addiction; Addiction medicine; Medicine; Psychiatry; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005416138,0.0001126327,0.0002087447,0.00006476077,0.00001669265,8.360938e-7,0.00003189142,0.00003105887,0.00009543916],"category_scores_gemma":[0.00001130106,0.00008988386,0.000009482509,0.0001018402,0.00004146821,0.00005492239,0.000002710707,0.0000889452,0.000005449596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003215706,"about_ca_system_score_gemma":0.0001738959,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.295437,"about_ca_topic_score_gemma":0.9551889,"domain_scores_codex":[0.9992641,0.00001212639,0.0001514136,0.0002191003,0.0001664899,0.0001867588],"domain_scores_gemma":[0.9996087,0.00001670895,0.00003807046,0.0002086349,0.00003540769,0.00009249763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008185623,0.0006012642,0.7560765,0.0003078921,0.000184248,0.001313536,0.1857397,7.868684e-7,0.0005099521,0.003242789,0.001699338,0.04950544],"study_design_scores_gemma":[0.002215938,0.0001891314,0.9914082,0.0003061547,0.00004010189,0.00001777662,0.003936902,0.00001178619,0.0006552285,0.0002621044,0.0008675523,0.00008916453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9466345,0.04576747,0.000001200154,0.0005790247,0.0001191327,0.0003132474,0.000001805119,0.00002793923,0.006555699],"genre_scores_gemma":[0.9702491,0.02924011,0.0001562313,0.0001461808,0.00003565293,0.00004418451,0.000006243321,0.00001483492,0.0001075063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6597519,"threshold_uncertainty_score":0.7092547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02858071438624353,"score_gpt":0.2284515228523284,"score_spread":0.1998708084660849,"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."}}