{"id":"W4301390953","doi":"10.2196/33826","title":"Promoting Adolescent Sexual and Reproductive Health in North America Using Free Mobile Apps: Environmental Scan","year":2022,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hospital Edmonton; University of Alberta","funders":"Children's Hospital Foundation; Stollery Children’s Hospital Foundation; Women and Children's Health Research Institute; Children's Health Research Institute","keywords":"App store; Reproductive health; Mobile apps; Mobile phone; Phone; Scale (ratio); Internet privacy; Psychology; Computer science; Medicine; Environmental health; World Wide Web; Geography; Population","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001167659,0.0001835322,0.0003307526,0.000213917,0.002751328,0.00001286276,0.0001404677,0.00005627302,0.00007617116],"category_scores_gemma":[0.00006254085,0.0002044097,0.00002134865,0.0005515389,0.00003953751,0.00008364006,0.0006964528,0.0009974262,0.00000364023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004315821,"about_ca_system_score_gemma":0.0004836791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000639739,"about_ca_topic_score_gemma":0.0004025964,"domain_scores_codex":[0.9967815,0.0004828745,0.0008467362,0.0007141512,0.0002611173,0.0009136369],"domain_scores_gemma":[0.9983966,0.0001618639,0.0006746227,0.0003769377,0.00002037928,0.0003696141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002619402,0.0002625095,0.9155112,0.0009088522,0.000002658255,0.000001978338,0.01070559,0.000077014,0.0000105868,0.00002533436,0.001055244,0.07141288],"study_design_scores_gemma":[0.002387844,0.000547511,0.7367256,0.00007439176,0.00002909525,0.00001663252,0.05083329,0.009072112,5.766779e-7,0.0001099999,0.1996707,0.0005322396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891101,0.004763785,0.0000642022,0.0006682294,0.0002208707,0.004681116,0.0003931676,0.00005124835,0.00004724423],"genre_scores_gemma":[0.9902245,0.00151307,0.0004890746,0.001169856,0.0006256335,0.005673091,0.0002060917,0.00003714574,0.00006146788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1986155,"threshold_uncertainty_score":0.998547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03672126920939169,"score_gpt":0.3655024152878445,"score_spread":0.3287811460784528,"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."}}