{"id":"W3106986178","doi":"10.2196/17139","title":"Availability of Spanish-Language Medical Apps in Google Play and the App Store: Retrospective Descriptive Analysis Using Google Tools","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Innovation Council","funders":"","keywords":"Inclusion (mineral); Mobile apps; Descriptive statistics; App store; World Wide Web; Medicine; Computer science; Family medicine; Internet privacy; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002699272,0.0003440355,0.0008428278,0.006641346,0.0005278622,0.001512068,0.0006189555,0.0005421661,0.001800507],"category_scores_gemma":[0.009916932,0.000400223,0.001178993,0.005355409,0.0007359676,0.00187559,0.001399413,0.0005761629,0.0004894464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001019291,"about_ca_system_score_gemma":0.001145848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01059317,"about_ca_topic_score_gemma":0.008546808,"domain_scores_codex":[0.9979053,0.0003420005,0.0005051201,0.0003304322,0.0006362897,0.0002808713],"domain_scores_gemma":[0.9886521,0.003441268,0.004529457,0.000408898,0.002569054,0.0003992241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003547486,0.0001023881,0.9880112,0.0006342334,0.0001054329,0.0004291843,0.00265445,0.00003416172,0.0001603142,0.00007537172,0.000832353,0.006606298],"study_design_scores_gemma":[0.00001768499,0.0002057326,0.9871238,0.0003519221,0.0001316557,0.001073064,0.008255983,0.0001461358,0.0001427228,0.00004599443,0.002477619,0.00002756069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924804,0.001861552,0.0001417547,0.00008701385,0.00001072903,0.0001735761,0.004267061,0.000008588934,0.0009693498],"genre_scores_gemma":[0.993552,0.001628031,0.0002718994,0.0001169985,0.00002762342,0.0003924892,0.003585401,0.0000167721,0.0004088737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01059317,"threshold_uncertainty_score":0.02106303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08812040068366303,"score_gpt":0.437993772507467,"score_spread":0.349873371823804,"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."}}