{"id":"W76136046","doi":"10.1177/070674371205700403","title":"Stepped Care: A Method to Deliver Increased Access to Psychological Therapies","year":2012,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Psychology; MEDLINE; Medicine; Psychotherapist","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001509908,0.000534805,0.001402917,0.000994314,0.0003473054,0.0004035187,0.002594585,0.0004241775,0.001805062],"category_scores_gemma":[0.00005553287,0.0003456666,0.001041764,0.0009062628,0.0001000245,0.0002612552,0.00009049475,0.001165269,0.001285153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007160945,"about_ca_system_score_gemma":0.001467492,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01507364,"about_ca_topic_score_gemma":0.1901131,"domain_scores_codex":[0.9953046,0.00141696,0.001554383,0.0003940033,0.0003426261,0.0009874705],"domain_scores_gemma":[0.9952183,0.0002372824,0.000902051,0.0008717162,0.0002426926,0.002527918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006549089,0.0001356155,0.0001686195,0.0009235218,0.0004902905,0.00003645234,0.0009244433,4.272438e-7,1.301675e-8,0.009279034,0.04607569,0.9419004],"study_design_scores_gemma":[0.0003064734,0.0008043334,0.001963328,0.004641423,0.0007951936,0.00100061,0.0003981546,1.05453e-8,6.039421e-8,0.001307586,0.9884111,0.0003717285],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001328335,0.9714394,0.0003677362,0.006732614,0.01307651,0.001519181,0.0003946951,0.00001696386,0.006320103],"genre_scores_gemma":[0.03467041,0.6385704,0.1605987,0.1072359,0.03519128,0.003396938,0.0003293129,0.002297227,0.01770979],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9423354,"threshold_uncertainty_score":0.9998995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1556715738036485,"score_gpt":0.4917825165759562,"score_spread":0.3361109427723077,"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."}}