{"id":"W4386403279","doi":"10.2196/48112","title":"Participants’ Engagement With and Results From a Web-Based Integrative Population Mental Wellness Program (CHAMindWell) During the COVID-19 Pandemic: Program Evaluation Study","year":2023,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Complementary and Integrative Health; National Institutes of Health","keywords":"Mental health; McNemar's test; Medicine; Anxiety; Population; Context (archaeology); Depression (economics); Clinical psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005580044,0.0004932659,0.0004276567,0.0004751513,0.001398385,0.0007332165,0.0007538461,0.0005424409,0.002936373],"category_scores_gemma":[0.00478102,0.0002895247,0.0005393711,0.0004415794,0.0006544468,0.0007157745,0.001730186,0.000889437,0.0003461317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001621732,"about_ca_system_score_gemma":0.004198887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006941997,"about_ca_topic_score_gemma":0.01361878,"domain_scores_codex":[0.9973522,0.001567922,0.0001305922,0.0002342429,0.0002704047,0.0004446798],"domain_scores_gemma":[0.9968653,0.000638367,0.000451465,0.0001938703,0.0004810924,0.001369872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02394288,0.1815477,0.4189742,0.001165565,0.0004464099,0.0004501643,0.01737107,0.001508558,0.007325089,0.0004496649,0.007777731,0.3390409],"study_design_scores_gemma":[0.01143744,0.1482818,0.8077469,0.0003704359,0.0003827302,0.0002412103,0.01394984,0.003111471,0.005144168,0.0003090185,0.008911471,0.0001136243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938829,0.00002993272,0.000212892,0.0001556632,0.000008435821,0.003998571,0.0004074631,0.00002232395,0.001281826],"genre_scores_gemma":[0.9861958,0.00008075497,0.002134364,0.0002507392,0.00001666583,0.0101029,0.0005015795,0.00000683743,0.0007104347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006941997,"threshold_uncertainty_score":0.02951044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1849544532796633,"score_gpt":0.5113367062855327,"score_spread":0.3263822530058694,"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."}}