{"id":"W3217722124","doi":"10.2196/33449","title":"An Acceptance and Commitment Therapy Prototype Mobile Program for Individuals With a Visible Difference: Mixed Methods Feasibility Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acceptance and commitment therapy; Disengagement theory; Psychology; Mindfulness; Psychosocial; Psychological intervention; Anxiety; Clinical psychology; Experiential avoidance; Intervention (counseling); Applied psychology; Psychotherapist; Medicine; 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":[0.002527165,0.0001719465,0.0003219666,0.0001495389,0.0004974784,0.0002401401,0.000325245,0.00008116122,0.002288564],"category_scores_gemma":[0.00002705133,0.0001152656,0.00007409223,0.0005833484,0.0001977394,0.0001924099,0.0001414029,0.0004097336,0.00001158428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005685849,"about_ca_system_score_gemma":0.0001036826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002267703,"about_ca_topic_score_gemma":0.00006289474,"domain_scores_codex":[0.9954709,0.002767688,0.0003387991,0.0004949947,0.0004463576,0.0004812921],"domain_scores_gemma":[0.9979665,0.0004125287,0.00009957286,0.0006974155,0.0006593458,0.0001646233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001367957,0.02482708,0.07713829,0.0001289395,0.0003664291,0.000006678491,0.02846094,6.476619e-7,0.00008237705,0.007426108,0.00211955,0.858075],"study_design_scores_gemma":[0.005291827,0.03280436,0.8649274,0.00008233626,0.00001258325,0.000009289831,0.07254308,0.0002015241,0.004147552,0.007400027,0.01232572,0.000254297],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715966,0.0002423251,0.01480773,0.00009511326,0.00009562884,0.01232975,0.00007714054,0.00005663146,0.0006990991],"genre_scores_gemma":[0.8092062,0.000002352744,0.003441908,0.000009008641,0.0000214577,0.1867892,0.00002221474,0.00001614013,0.0004915529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8578207,"threshold_uncertainty_score":0.9986235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1677610175386198,"score_gpt":0.5697643974720604,"score_spread":0.4020033799334406,"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."}}