{"id":"W2284563962","doi":"10.1037/a0039470","title":"Direct-to-consumer marketing of psychological treatments: A randomized controlled trial.","year":2015,"lang":"en","type":"article","venue":"Journal of Consulting and Clinical Psychology","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"National Institute of Mental Health","keywords":"Randomized controlled trial; Psychological intervention; Promotion (chess); Psychology; Mental health; Clinical psychology; Medicine; Psychiatry; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.003995729,0.001360547,0.002469803,0.0008109052,0.0007219565,0.001165348,0.0009819748,0.002761253,0.01511425],"category_scores_gemma":[0.007495681,0.0007741385,0.001796656,0.0008958252,0.001556005,0.001252785,0.0006540879,0.002761483,0.001188078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001096139,"about_ca_system_score_gemma":0.002195202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00171982,"about_ca_topic_score_gemma":0.002766426,"domain_scores_codex":[0.9971036,0.001832489,0.0002225697,0.0003577363,0.0002691453,0.0002144547],"domain_scores_gemma":[0.9960711,0.001672836,0.001120011,0.0002105845,0.0002103253,0.0007152217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9556,0.02050671,0.0006024582,0.001731147,0.0007410698,0.00002402239,0.00005757897,0.0001346255,0.0005035739,0.0001026917,0.0004681928,0.01952803],"study_design_scores_gemma":[0.9469622,0.05036151,0.001413117,0.0001144228,0.0003657136,0.00001153929,0.00002548126,0.0002011529,0.000143415,0.00008806914,0.0003052313,0.000008100966],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9381855,0.00728858,0.00137614,0.001384804,0.001176537,0.04491559,0.001670098,0.0002485253,0.003754273],"genre_scores_gemma":[0.9380898,0.00371738,0.004870494,0.001218877,0.001039083,0.04698179,0.0006372959,0.00002247078,0.003422714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01511425,"threshold_uncertainty_score":0.0505622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6259802598098861,"score_gpt":0.6664479301819903,"score_spread":0.04046767037210419,"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."}}