{"id":"W2172030472","doi":"10.1186/1745-6215-15-203","title":"WELLFOCUS PPT – modified positive psychotherapy to improve well-being in psychosis: study protocol for a pilot randomised controlled trial","year":2014,"lang":"en","type":"article","venue":"Trials","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"King's College London; National Institute for Health and Care Research; South London and Maudsley NHS Foundation Trust","keywords":"Mental health; Randomized controlled trial; Medicine; Psychological intervention; Intervention (counseling); Empowerment; Clinical psychology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01473036,0.0006071861,0.002704842,0.0004919554,0.0002009067,0.0001412313,0.0004660158,0.000338892,0.0009145831],"category_scores_gemma":[0.001749356,0.0004491026,0.0006428724,0.0004558264,0.00005224032,0.0001013449,0.00001571657,0.0004001745,0.0003249538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008199437,"about_ca_system_score_gemma":0.00003626458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003251688,"about_ca_topic_score_gemma":0.00009940667,"domain_scores_codex":[0.988459,0.006177889,0.002727038,0.001369997,0.0004202241,0.0008458341],"domain_scores_gemma":[0.9917448,0.005959907,0.0009899334,0.0008914304,0.0001369416,0.0002769765],"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":[0.9668914,0.00492556,0.0001340573,0.00001324526,0.0005276633,0.000003780211,0.002015849,0.00003945466,0.002245662,0.003525001,0.005373545,0.01430478],"study_design_scores_gemma":[0.9558272,0.02257137,0.001297798,0.00006956104,0.0001454072,0.000001150159,0.0001954908,0.00008892667,0.0002579247,0.0148281,0.004175981,0.0005410836],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.07421295,0.000007443496,0.0132003,0.001009325,0.004163246,0.8361124,0.00001279936,0.0002496717,0.0710319],"genre_scores_gemma":[0.3681273,0.000001101103,0.0002394789,0.0009893283,0.001460969,0.6277949,0.000003506426,0.00006198031,0.001321525],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2939143,"threshold_uncertainty_score":0.9999987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08787168660536264,"score_gpt":0.44590954030006,"score_spread":0.3580378536946973,"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."}}