{"id":"W2155854162","doi":"10.1177/0027950107086171","title":"Cost-benefit analysis of psychological therapy","year":2007,"lang":"en","type":"article","venue":"National Institute Economic Review","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":231,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nice; Anxiety; Psychological therapy; Cost–benefit analysis; Work (physics); Depression (economics); Quarter (Canadian coin); Medicine; Psychology; Psychotherapist; Psychiatry; Economics; Political science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009041962,0.001520867,0.003530108,0.004077422,0.0003400268,0.002740504,0.001171702,0.002366181,0.01108616],"category_scores_gemma":[0.0377603,0.0006232742,0.005790537,0.003623546,0.000605123,0.0017304,0.001247915,0.002347687,0.0005004854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008056613,"about_ca_system_score_gemma":0.003155927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008128241,"about_ca_topic_score_gemma":0.005024508,"domain_scores_codex":[0.9863753,0.01108051,0.0004334177,0.0003165697,0.001316893,0.0004774144],"domain_scores_gemma":[0.9851059,0.01277389,0.0006866454,0.0003234938,0.0007848283,0.0003253446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.05134732,0.001277733,0.01212581,0.03996041,0.04080058,0.001035947,0.0003034615,0.2460176,0.0009640366,0.09088655,0.02704565,0.4882349],"study_design_scores_gemma":[0.03003431,0.02523976,0.0823881,0.03761797,0.1207471,0.004379404,0.001813081,0.3471094,0.002127604,0.2076767,0.1401712,0.0006955507],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2030867,0.5949824,0.05142042,0.02039804,0.003967778,0.01038031,0.01559665,0.000472356,0.09969537],"genre_scores_gemma":[0.9090667,0.06926861,0.01068768,0.001863913,0.0005429535,0.002408798,0.001916863,0.00005056568,0.004193925],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01108616,"threshold_uncertainty_score":0.05845505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2365130869804054,"score_gpt":0.5136480627569291,"score_spread":0.2771349757765237,"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."}}