{"id":"W4416833991","doi":"10.2196/81167","title":"Transdiagnostic App–Based Cognitive Bias Modification Intervention for Paranoia (Successful Treatment of Paranoia; STOP): Protocol for a Mixed Methods Process Evaluation Embedded in a Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Paranoia; Randomized controlled trial; Protocol (science); Cognitive bias modification; Intervention (counseling); Process (computing); Cognition; Cognitive behavioral therapy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09216076,0.006267449,0.008479617,0.003652128,0.005849883,0.006338453,0.005138636,0.01165266,0.07593624],"category_scores_gemma":[0.08473884,0.004713783,0.007131503,0.003710832,0.00522348,0.006200995,0.004481995,0.01270431,0.01746635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009623186,"about_ca_system_score_gemma":0.03227703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003752906,"about_ca_topic_score_gemma":0.007756068,"domain_scores_codex":[0.936054,0.04397802,0.007179746,0.003475142,0.005462185,0.003850837],"domain_scores_gemma":[0.9590743,0.01557761,0.007150197,0.004838583,0.009100175,0.004259082],"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":[0.4661708,0.04625969,0.00223682,0.1320796,0.004576401,0.001153839,0.007558012,0.009196538,0.005442155,0.03125783,0.08463315,0.2094352],"study_design_scores_gemma":[0.7321364,0.04597489,0.005015533,0.03285466,0.002098805,0.0002364321,0.001585279,0.006468905,0.003855579,0.01989684,0.1492821,0.0005944757],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003682596,0.00006287283,0.0009872055,0.0001143316,0.00009122931,0.9978073,0.0002789054,0.00004126779,0.0002485538],"genre_scores_gemma":[0.0002827158,0.00003982218,0.0018478,0.00005145584,0.000009031568,0.9976508,0.00002909379,0.000001967607,0.00008732922],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09216076,"threshold_uncertainty_score":0.4873985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3338492301677612,"score_gpt":0.6534387233638572,"score_spread":0.319589493196096,"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."}}