{"id":"W4295872688","doi":"10.2196/41282","title":"Mental Health Mobile Apps in the French App Store: Assessment Study of Functionality and Quality","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; App store; Psychology; Population; Mobile apps; mHealth; Inter-rater reliability; Medicine; Psychiatry; Rating scale; Psychological intervention; Computer science; World Wide Web; Environmental health","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":[0.004797175,0.0003868929,0.0004575884,0.003810946,0.0006865276,0.001567337,0.0004718072,0.0005648128,0.001216913],"category_scores_gemma":[0.01292984,0.0002548579,0.001165092,0.002018193,0.0004928668,0.001391076,0.0009375531,0.0004427763,0.0003179592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00243067,"about_ca_system_score_gemma":0.001668315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05254008,"about_ca_topic_score_gemma":0.06103266,"domain_scores_codex":[0.9980624,0.0005867862,0.0002506081,0.0001611554,0.0007358474,0.0002031123],"domain_scores_gemma":[0.9893326,0.002684105,0.003554423,0.0002400042,0.003592263,0.0005966278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002105763,0.000211463,0.9704407,0.000179679,0.0001477045,0.0001723654,0.005780437,0.00005927208,0.0002055097,0.00006203018,0.0007922447,0.02173803],"study_design_scores_gemma":[0.00001316949,0.0004065381,0.9939154,0.00008874359,0.00004690474,0.0001780622,0.003513419,0.0002821425,0.000082078,0.00002138957,0.001432833,0.0000193277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997377,0.0006275484,0.000175987,0.0001038348,0.000006360093,0.0001490601,0.0006353746,0.00001038065,0.0009145486],"genre_scores_gemma":[0.9973647,0.0004852783,0.0005700689,0.00007482049,0.00001366632,0.0001668579,0.00077014,0.000005817839,0.0005486452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05254008,"threshold_uncertainty_score":0.1044685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1239185424877256,"score_gpt":0.50853877642899,"score_spread":0.3846202339412644,"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."}}