{"id":"W1967649151","doi":"10.1186/s13643-015-0032-4","title":"Technology-adaptable interventions for treating depression in adults with cognitive impairments: protocol for a systematic review","year":2015,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; McMaster University; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Protocol (science); Psychological intervention; Depression (economics); Cognition; Psychiatry; Clinical psychology; Alternative medicine; Pathology","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":[0.06587937,0.006263984,0.01743257,0.01167047,0.004709577,0.007981075,0.005223943,0.007210768,0.07360599],"category_scores_gemma":[0.06319373,0.005890977,0.01909908,0.01158223,0.004685393,0.008984231,0.005911918,0.007986816,0.01053095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01659996,"about_ca_system_score_gemma":0.05601582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006524873,"about_ca_topic_score_gemma":0.01849032,"domain_scores_codex":[0.9713575,0.01106481,0.009549285,0.002312528,0.003977837,0.001738179],"domain_scores_gemma":[0.9674653,0.01029788,0.008236297,0.002520625,0.009845475,0.001634411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.01126574,0.0007792149,0.0008246857,0.9048342,0.003270505,0.0006136152,0.002416492,0.001554632,0.001997586,0.003902045,0.02259618,0.04594515],"study_design_scores_gemma":[0.07607865,0.005304765,0.007684215,0.6462612,0.01329004,0.0007724196,0.003509187,0.002307302,0.003148118,0.01076683,0.2301651,0.0007122638],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0001878204,0.0009004495,0.0005354014,0.0001439116,0.0001044143,0.9968315,0.001013045,0.00003554867,0.0002478487],"genre_scores_gemma":[0.0001941376,0.0006569791,0.001593112,0.00008835445,0.00001257908,0.9970986,0.0001883698,0.000003898411,0.0001640105],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07360599,"threshold_uncertainty_score":0.3484076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1848586653240147,"score_gpt":0.5306530308658864,"score_spread":0.3457943655418717,"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."}}