{"id":"W2134113820","doi":"10.1081/ja-100108426","title":"DO TREATMENTS AND OTHER INTERVENTIONS WORK? SOME CRITICAL ISSUES","year":2001,"lang":"en","type":"article","venue":"Substance Use & Misuse","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Psychological intervention; Variety (cybernetics); Addiction; Intervention (counseling); Population; Quality (philosophy); Medicine; Work (physics); Psychology; Psychiatry; Public relations; Environmental health; Political science; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.00008782401,0.0002802461,0.0004085261,0.0001292104,0.0001437618,0.00008139114,0.00007658045,0.0001036011,0.0008326287],"category_scores_gemma":[0.0001194446,0.0002220582,0.0002226218,0.0002823505,0.00019723,0.0004362611,0.00001599757,0.0001327009,0.0002188903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001074163,"about_ca_system_score_gemma":0.00001779683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002130073,"about_ca_topic_score_gemma":0.0001799264,"domain_scores_codex":[0.9985528,0.00004431621,0.0003129332,0.0004153789,0.0002444947,0.0004300518],"domain_scores_gemma":[0.9989759,0.0001987977,0.00005136558,0.0004687711,0.00007420807,0.0002309436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000491881,0.00060525,0.9888163,0.00003390769,0.0002495178,0.0005098828,0.001987707,2.838055e-7,0.0001382514,0.002176976,0.001916361,0.003073734],"study_design_scores_gemma":[0.01968046,0.0009398214,0.8985024,0.004430394,0.002250266,0.0003756817,0.003560167,0.00001417055,0.00289163,0.005305187,0.06076208,0.001287708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769015,0.02076451,0.0000525811,0.001120352,0.0001987351,0.0003485619,0.000007460672,0.0001801983,0.0004261348],"genre_scores_gemma":[0.977805,0.003461644,0.001827579,0.0007045362,0.0001806006,0.00006022064,0.00001510886,0.00005988753,0.01588544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09031381,"threshold_uncertainty_score":0.91167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1032809916353044,"score_gpt":0.3873114975135215,"score_spread":0.2840305058782171,"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."}}