{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1554366,0.003408409,0.007576377,0.0064579,0.005214847,0.01044953,0.01444701,0.03053792,0.02286343],"category_scores_gemma":[0.2947056,0.001833742,0.005330041,0.004129692,0.02600395,0.03111394,0.004649182,0.02758436,0.003673579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008513061,"about_ca_system_score_gemma":0.02593746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01081325,"about_ca_topic_score_gemma":0.009927744,"domain_scores_codex":[0.9111437,0.06676473,0.006931697,0.003620147,0.009721186,0.001818544],"domain_scores_gemma":[0.5087761,0.4342985,0.007738279,0.008302828,0.03396982,0.006914538],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001029285,0.001010225,0.002671472,0.0211066,0.001037454,0.0005311798,0.001672368,0.001276998,0.00009676971,0.1802381,0.3577162,0.4316133],"study_design_scores_gemma":[0.001535037,0.0009061543,0.003309093,0.08098662,0.001018099,0.001634786,0.01069206,0.00303686,0.0003858328,0.4864297,0.409709,0.0003567928],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000339455,0.1196023,0.001820508,0.8600331,0.01347743,0.000205154,0.0001131863,0.00006668828,0.004342271],"genre_scores_gemma":[0.03480986,0.3226959,0.02207559,0.5222719,0.09047903,0.002971575,0.0001924175,0.0001662501,0.004337573],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8445634,"threshold_uncertainty_score":0.8220374,"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."}}