{"id":"W3038795850","doi":"10.2196/19226","title":"Primary Care Peer-Supported Internet-Mediated Psychological Treatment for Adults With Anxiety Disorders: Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Empowerment; Peer support; Distress; Mental health; Feeling; Medicine; Qualitative research; Clinical psychology; Randomized controlled trial; Depression (economics); Psychiatry; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0009141794,0.0003098097,0.0004517603,0.0002035351,0.0002047981,0.00009235067,0.00047371,0.0001498497,0.0005276539],"category_scores_gemma":[0.0001168228,0.0002179575,0.0002004486,0.0007614032,0.0002565665,0.0003170326,0.000207185,0.0005303099,0.0005122993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005225642,"about_ca_system_score_gemma":0.00007224535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001187384,"about_ca_topic_score_gemma":0.0001792041,"domain_scores_codex":[0.995709,0.001333962,0.0006313497,0.0007277058,0.0006969311,0.0009010792],"domain_scores_gemma":[0.9977681,0.0006086011,0.0001545924,0.0004278873,0.0005771603,0.0004636768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.01065781,0.01302553,0.005583102,0.0006225528,0.0005394309,0.00002788922,0.2311169,5.613333e-7,0.00001758504,0.0004955348,0.03039984,0.7075133],"study_design_scores_gemma":[0.02886377,0.2092095,0.2853789,0.0003713015,0.00006927403,0.00002922341,0.3888077,0.0003677402,0.0005019225,0.0003885507,0.08517217,0.0008400181],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.957104,0.0001907955,0.002894766,0.002986585,0.0005133195,0.008780999,0.0006922859,0.0002342004,0.02660302],"genre_scores_gemma":[0.9882703,0.000006500095,0.001666253,0.0001740732,0.00006577125,0.007475642,0.0009741992,0.00005040344,0.001316855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7066733,"threshold_uncertainty_score":0.8888049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1410986069766975,"score_gpt":0.5478123988449739,"score_spread":0.4067137918682764,"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."}}