{"id":"W3095328572","doi":"10.2196/22528","title":"Consumer-Guided Development of an Engagement-Facilitation Intervention for Increasing Uptake and Adherence for Self-Guided Web-Based Mental Health Programs: Focus Groups and Online Evaluation Survey","year":2020,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Focus group; Coaching; Anxiety; Psychology; Psychological intervention; Intervention (counseling); Facilitation; Applied psychology; Medical education; Medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.01101293,0.0001763242,0.0003012174,0.0002542453,0.0004394744,0.00008749967,0.0001517978,0.00007689765,0.00003341659],"category_scores_gemma":[0.0005589027,0.0001781893,0.00006982988,0.0003475632,0.0001561494,0.0005140833,0.00009921315,0.0001997161,0.000006209074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003942797,"about_ca_system_score_gemma":0.0003592251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002896922,"about_ca_topic_score_gemma":0.0009822071,"domain_scores_codex":[0.9951895,0.002197134,0.001132177,0.0004219133,0.0005747236,0.0004845056],"domain_scores_gemma":[0.9976329,0.0006292387,0.0003843411,0.0001548745,0.0009194607,0.0002791762],"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":[0.002347683,0.003219017,0.003383844,0.003129608,0.00018602,2.425529e-7,0.04126235,0.000001024334,0.0002027279,0.0008022261,0.001538516,0.9439268],"study_design_scores_gemma":[0.05314038,0.05340507,0.6750787,0.003080591,0.00008003615,0.00002147411,0.05856722,0.1419258,0.003505826,0.003489666,0.006654799,0.001050374],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985839,0.0002844903,0.003627477,0.0007724108,0.0001331051,0.008169406,0.001057169,0.00005924931,0.00005768107],"genre_scores_gemma":[0.9783365,0.000004128877,0.01550148,0.00005402374,0.00001640649,0.002894498,0.003156477,0.00002311673,0.00001342456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9428763,"threshold_uncertainty_score":0.7266349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3663324847573129,"score_gpt":0.5487761269427046,"score_spread":0.1824436421853917,"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."}}