{"id":"W2403387024","doi":"10.1097/nmd.0000000000000337","title":"Neurocognitive Remediation Therapy for Depression","year":2015,"lang":"en","type":"article","venue":"The Journal of Nervous and Mental Disease","topic":"Treatment of Major Depression","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Neurocognitive; Randomized controlled trial; Depression (economics); Mood; Psychiatry; Protocol (science); Medicine; Cognitive remediation therapy; Clinical psychology; Psychology; Cognition; Internal medicine; Alternative 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":[0.0005687515,0.0001205484,0.0002283329,0.0002611968,0.0002034295,0.00014677,0.0001894921,0.0001988954,0.001515444],"category_scores_gemma":[0.001281382,0.00003658075,0.0001896161,0.0001798038,0.0001422376,0.00008718666,0.0002318493,0.0002911307,0.0001741826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003027176,"about_ca_system_score_gemma":0.001164512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008159986,"about_ca_topic_score_gemma":0.002973739,"domain_scores_codex":[0.9996996,0.000186156,0.00002733897,0.0000168781,0.00005087349,0.00001918392],"domain_scores_gemma":[0.9998651,0.00006343259,0.00003004527,0.000009901118,0.00001086032,0.00002070193],"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":[0.002530127,0.007223581,0.004562201,0.002161212,0.0001130361,0.000135606,0.0002375513,0.0001477196,0.003169708,0.0006028196,0.001948473,0.977168],"study_design_scores_gemma":[0.03461966,0.2087129,0.6033964,0.008342973,0.001731325,0.004598758,0.001293803,0.004054347,0.01319737,0.007179121,0.1127887,0.00008467691],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8937094,0.07459364,0.00441534,0.0025066,0.000342498,0.005861097,0.0002305611,0.0001081299,0.01823279],"genre_scores_gemma":[0.9607776,0.02546494,0.006584992,0.001228297,0.0001459917,0.003249926,0.0001297841,0.000003384508,0.002415002],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001515444,"threshold_uncertainty_score":0.005069673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03933924757107893,"score_gpt":0.312260834996234,"score_spread":0.272921587425155,"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."}}