{"id":"W3216104880","doi":"10.2196/30724","title":"mHealth Solutions for Perinatal Mental Health: Scoping Review and Appraisal Following the mHealth Index and Navigation Database Framework","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Stanley Medical Research Institute","keywords":"mHealth; Android (operating system); Mental health; App store; Internet privacy; World Wide Web; Health care; Computer science; Medicine; Psychological intervention; Nursing; Psychiatry","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":[0.02850568,0.002011567,0.006070021,0.03852233,0.002020587,0.006330244,0.003260881,0.003947461,0.00770423],"category_scores_gemma":[0.09854103,0.001280041,0.007366645,0.02530943,0.00190662,0.006138095,0.005731216,0.002544713,0.001453431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007387417,"about_ca_system_score_gemma":0.04091819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01625529,"about_ca_topic_score_gemma":0.03563109,"domain_scores_codex":[0.9752466,0.00759417,0.009818826,0.0009007353,0.005754124,0.0006855447],"domain_scores_gemma":[0.9012613,0.06940429,0.01254808,0.00173553,0.01416175,0.0008889955],"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":[0.00008172481,0.00003616818,0.0004240719,0.7886189,0.001049469,0.0001360876,0.001237571,0.0001634853,0.0002503889,0.001997237,0.006509461,0.1994954],"study_design_scores_gemma":[0.00002132261,0.00005548824,0.000824053,0.9669517,0.002615956,0.00009078836,0.0003338817,0.00007009114,0.00007575675,0.0003883715,0.02855458,0.00001803683],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006715798,0.9872348,0.001405244,0.002299909,0.0005544344,0.003794057,0.001283309,0.00005984815,0.002696886],"genre_scores_gemma":[0.004291741,0.9847245,0.004306812,0.0009682754,0.000169811,0.004280633,0.0007897936,0.00001944517,0.0004489803],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03852233,"threshold_uncertainty_score":0.1507542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1125354009160068,"score_gpt":0.5157963272268486,"score_spread":0.4032609263108419,"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."}}