{"id":"W4224271760","doi":"10.2196/35196","title":"App-Based Mindfulness Meditation for People of Color Who Experience Race-Related Stress: Protocol for a Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"American Psychological Foundation; Ford Foundation","keywords":"Mindfulness; Meditation; Clinical psychology; Randomized controlled trial; Anxiety; Psychology; Mental health; Medicine; Psychotherapist; Psychiatry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007800995,0.0002669722,0.001677392,0.0005908094,0.0008803686,0.0001111146,0.0008545268,0.0001797107,0.02309934],"category_scores_gemma":[0.001896418,0.0002102583,0.001045954,0.0007736949,0.0003540563,0.0001157868,0.0001690556,0.0005046193,0.00001019263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000128156,"about_ca_system_score_gemma":0.0005604202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003749059,"about_ca_topic_score_gemma":0.00001774366,"domain_scores_codex":[0.9913114,0.004286127,0.001767344,0.0006725365,0.001232128,0.0007304844],"domain_scores_gemma":[0.9907461,0.006347299,0.0009604078,0.0006550449,0.001126515,0.0001645995],"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":[0.9043981,0.004648856,0.00001068948,0.0006724953,0.0001616916,0.00000217988,0.0018263,0.00008915616,0.00004141536,0.04595181,0.04056439,0.001632935],"study_design_scores_gemma":[0.9181208,0.006254185,0.000007183541,0.0006312476,0.00001589414,0.000001129256,0.002748868,0.006501848,0.003751379,0.006745386,0.05500845,0.0002136064],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00169998,8.805743e-7,0.03011034,0.000485461,0.0001163928,0.9665934,0.0002538466,0.00006210469,0.0006775391],"genre_scores_gemma":[0.01583408,9.105137e-10,0.0001273243,0.00001580711,0.0001383325,0.9765998,0.0000539821,0.00005228084,0.007178395],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03920643,"threshold_uncertainty_score":0.9777937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.145085219391749,"score_gpt":0.5477724049007157,"score_spread":0.4026871855089666,"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."}}