{"id":"W3179556784","doi":"10.2196/30480","title":"Promoting Health via mHealth Applications Using a French Version of the Mobile App Rating Scale: Adaptation and Validation Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mars Exploration Program; mHealth; Intraclass correlation; Inter-rater reliability; Rating scale; Psychology; Scale (ratio); Mars landing; Reliability (semiconductor); Computer science; Exploration of Mars; Psychological intervention; Applied psychology; Geography; Clinical psychology; Psychometrics; Astrobiology; Developmental psychology; Cartography","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003780814,0.0003968596,0.0008889177,0.000245723,0.005333864,0.0000279098,0.0002474216,0.0002997462,0.00005179668],"category_scores_gemma":[0.0001436301,0.0003468069,0.00007923935,0.001509976,0.0001736898,0.0002470889,0.0002917984,0.001252116,0.00001297061],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006627385,"about_ca_system_score_gemma":0.006380097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003534808,"about_ca_topic_score_gemma":0.001525736,"domain_scores_codex":[0.9918647,0.0024635,0.002509951,0.001069236,0.0007042048,0.001388339],"domain_scores_gemma":[0.9941471,0.000686399,0.002302365,0.0009549292,0.0006674071,0.001241834],"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":[0.0002385365,0.002711755,0.4099507,0.0427377,0.000055553,0.000002912817,0.06956419,0.0002331996,0.0006253147,0.001612318,0.001769354,0.4704985],"study_design_scores_gemma":[0.013023,0.003001158,0.8159335,0.002976453,0.0005510719,0.0001746761,0.07383851,0.04763371,0.0002226109,0.00289375,0.03836875,0.001382797],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682996,0.003858563,0.005637596,0.004103533,0.0004393055,0.01715498,0.0001354284,0.0001708382,0.0002001931],"genre_scores_gemma":[0.9826692,0.002165721,0.004137107,0.002567042,0.000386211,0.007746055,0.0001502539,0.00006884082,0.0001095948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4691157,"threshold_uncertainty_score":0.9998984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08102380397638227,"score_gpt":0.44831300437173,"score_spread":0.3672892003953477,"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."}}