{"id":"W3156519708","doi":"10.2196/26037","title":"Associations Between Rural or Urban Status, Health Outcomes and Behaviors, and COVID-19 Perceptions Among Meditation App Users: Longitudinal Survey Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Socioeconomic status; mHealth; Medicine; Meditation; Gerontology; Rural area; Health promotion; Psychological intervention; Environmental health; Psychology; Public health; Population; Nursing; Psychiatry; Geography","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":[0.001269124,0.0001989294,0.0002557344,0.0006211941,0.0007910244,0.0006004345,0.0004450986,0.0003747879,0.002038058],"category_scores_gemma":[0.002420021,0.0003656177,0.0003932543,0.0009852692,0.0002553697,0.0007922982,0.0008748073,0.0009865307,0.000560156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004410656,"about_ca_system_score_gemma":0.0005766769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01971861,"about_ca_topic_score_gemma":0.03255657,"domain_scores_codex":[0.9994399,0.0001702777,0.00006694836,0.0001235456,0.00009516342,0.0001040775],"domain_scores_gemma":[0.9984097,0.000171809,0.0006043749,0.0001354845,0.0003258636,0.0003527151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007118588,0.0001957239,0.996947,0.00002902711,0.00004782851,0.0000263529,0.0006045655,0.00001768437,0.000163619,0.00001976781,0.0005152697,0.001361982],"study_design_scores_gemma":[0.000008001952,0.0001631386,0.9981597,0.00001720931,0.00001845844,0.00005621264,0.001018711,0.0001059256,0.00003663982,0.00001484938,0.0003952574,0.000005940883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958773,0.00008676789,0.0002170893,0.00009154165,0.000006861232,0.0001150063,0.002961049,0.00000742955,0.0006369393],"genre_scores_gemma":[0.9968621,0.0001143494,0.0003637745,0.0001645291,0.000009624335,0.0002596115,0.001776134,0.000004014749,0.0004460319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01971861,"threshold_uncertainty_score":0.0392077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.175048768649193,"score_gpt":0.5217386533894484,"score_spread":0.3466898847402554,"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."}}