{"id":"W3203850490","doi":"10.2196/27995","title":"Content, Behavior Change Techniques, and Quality of Pregnancy Apps in Spain: Systematic Search on App Stores","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; App store; Pregnancy; Population; Behavior change methods; Medicine; Multimedia; Computer science; World Wide Web; Physical therapy; Nursing; Physical activity; Psychological intervention","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":[0.006046542,0.000738934,0.003051114,0.01291518,0.0003940473,0.001633335,0.0008258102,0.0009738039,0.002588495],"category_scores_gemma":[0.02543565,0.0004728885,0.002037756,0.01067187,0.000625516,0.001567563,0.001379565,0.0005077384,0.0002728267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001553578,"about_ca_system_score_gemma":0.004656332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01341139,"about_ca_topic_score_gemma":0.02249134,"domain_scores_codex":[0.995591,0.001224613,0.001722676,0.0004455754,0.0008468525,0.0001692562],"domain_scores_gemma":[0.9712484,0.02201374,0.003970159,0.0004145951,0.002100933,0.0002522118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001299741,0.0001466394,0.07427312,0.6780857,0.003910064,0.0008066153,0.005794138,0.0001561695,0.0006700294,0.0004809895,0.004911726,0.2294651],"study_design_scores_gemma":[0.0005401204,0.0006455822,0.2344528,0.6846917,0.01693678,0.002044382,0.008402585,0.0003197505,0.0005625962,0.0005465219,0.05073009,0.0001272027],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1517198,0.8269216,0.0008998763,0.0008858904,0.0001448825,0.00138351,0.01454886,0.00004817951,0.003447329],"genre_scores_gemma":[0.3391156,0.6437374,0.004011066,0.001243038,0.0001283508,0.00298645,0.007863621,0.00004665204,0.0008678424],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01341139,"threshold_uncertainty_score":0.03197759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3541138620339158,"score_gpt":0.5229096851832287,"score_spread":0.1687958231493129,"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."}}