{"id":"W4308272118","doi":"10.2196/39511","title":"A Hybrid Ecological Momentary Compassion–Focused Intervention for Enhancing Resilience in Help-Seeking Young People: Prospective Study of Baseline Characteristics in the EMIcompass Trial","year":2022,"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":"Deutsche Forschungsgemeinschaft","keywords":"Psychological intervention; Intervention (counseling); Mental health; Population; Distress; Clinical psychology; Psychology; Psychopathology; Psychological resilience; Randomized controlled trial; Self-compassion; Medicine; Mindfulness; Psychiatry; Psychotherapist","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":[0.007861572,0.0001641359,0.0004696869,0.0007317334,0.0005542259,0.00005620292,0.0006492952,0.00004345226,0.002623704],"category_scores_gemma":[0.0002447662,0.0001241813,0.0001694875,0.001007569,0.00009125182,0.0001852807,0.0004943449,0.001133093,0.000009390771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004789126,"about_ca_system_score_gemma":0.00006208657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005180381,"about_ca_topic_score_gemma":0.00243567,"domain_scores_codex":[0.9927437,0.0041826,0.001242518,0.0004171924,0.000872571,0.0005413701],"domain_scores_gemma":[0.9975389,0.001429082,0.00037261,0.0003763611,0.0002328492,0.00005024338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.1323275,0.1472166,0.2035315,0.0006464748,0.0003659348,0.0002413995,0.4394664,0.0002785443,0.0005614143,0.02171911,0.02797064,0.02567443],"study_design_scores_gemma":[0.03610523,0.01148504,0.6519995,0.0001849554,0.00001189216,0.00002144629,0.2901602,0.007621799,0.0001363135,0.001877203,0.0001962076,0.0002001909],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883673,0.00001406356,0.005315414,0.0002700395,0.0005374626,0.005034359,0.0001450452,0.00001417043,0.0003021134],"genre_scores_gemma":[0.950826,4.213218e-7,0.000008563277,0.00001226188,0.00006583565,0.04887329,0.00005702865,0.00001292478,0.0001436443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.448468,"threshold_uncertainty_score":0.998288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06636347981767357,"score_gpt":0.4289726452711666,"score_spread":0.3626091654534931,"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."}}