{"id":"W3016333464","doi":"10.1097/02024458-201609000-00003","title":"The Development and Implementation of an Outcome Monitoring System for Addiction Treatment","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Homewood Research Institute","funders":"","keywords":"Logic model; Outcome (game theory); Stakeholder; Psychological intervention; Mental health; Test (biology); Medicine; Process management; Computer science; Medical emergency; Engineering; Nursing; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005186361,0.00005896536,0.0001084753,0.00006706385,0.0003166609,0.00002043646,0.00003925454,0.00002355546,0.000009759807],"category_scores_gemma":[0.00003991054,0.00002512355,0.00004263479,0.00003962054,0.00003384546,0.0001513434,0.000002255796,0.00004609093,7.726287e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005074583,"about_ca_system_score_gemma":0.000333021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007858411,"about_ca_topic_score_gemma":0.007658057,"domain_scores_codex":[0.9993135,0.00004696363,0.000348883,0.00004774192,0.0001239906,0.0001188725],"domain_scores_gemma":[0.9991384,0.0001903664,0.0002767363,0.00007016926,0.0001291086,0.000195251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004155606,0.00001684665,0.1805644,0.00002635836,0.0003553759,0.000004536592,0.001313981,0.000004931164,0.001259725,0.0003071031,0.00008048888,0.8156506],"study_design_scores_gemma":[0.00675102,0.002789605,0.7697513,0.0003703496,0.001090292,0.0003230253,0.006203038,0.0001716572,0.05436351,0.00005262945,0.158,0.0001335631],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963462,0.0003688318,0.0002696735,0.001896842,0.0006905569,0.000336034,0.00001691585,0.000004111247,0.00007087892],"genre_scores_gemma":[0.9993691,0.00004630002,0.0002736362,0.00001588001,0.0002091501,0.00001096686,0.000002062047,0.000006247034,0.00006663657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8155171,"threshold_uncertainty_score":0.4273376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1300385093038746,"score_gpt":0.403084218537971,"score_spread":0.2730457092340964,"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."}}