{"id":"W3097568274","doi":"10.2196/22340","title":"Mobile Phone Apps in Australia for Improving Pregnancy Outcomes: Systematic Search on App Stores","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"App store; mHealth; Popularity; Pregnancy; Internet privacy; Medicine; Psychology; Computer science; Family medicine; Medical education; World Wide Web; Nursing; Psychological intervention; Social psychology","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":[0.005415988,0.0008216184,0.003219598,0.01812844,0.0007210569,0.001746861,0.001050928,0.001026968,0.004336819],"category_scores_gemma":[0.02837217,0.0007471621,0.00363981,0.01473154,0.0006983781,0.002637862,0.00256029,0.001051603,0.00042753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001951344,"about_ca_system_score_gemma":0.01060812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02014911,"about_ca_topic_score_gemma":0.05532944,"domain_scores_codex":[0.9949708,0.001077156,0.002239464,0.000329907,0.001199804,0.0001828329],"domain_scores_gemma":[0.9702432,0.01854813,0.00695596,0.0004474221,0.003325284,0.0004800514],"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":[0.0003690448,0.00005754485,0.009403493,0.8540503,0.002758384,0.0003576143,0.001859741,0.0001079813,0.0004577725,0.0003114037,0.005140032,0.1251266],"study_design_scores_gemma":[0.0002304525,0.0005470531,0.05438611,0.8954601,0.01602941,0.0009173586,0.001523134,0.0002261362,0.0003080928,0.0003236191,0.02997974,0.00006883982],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02602217,0.9593614,0.0004337833,0.0011056,0.0001476325,0.001974282,0.008477826,0.0000568817,0.002420463],"genre_scores_gemma":[0.08322804,0.907751,0.002055533,0.001186313,0.00009287362,0.002317737,0.002721757,0.0000265614,0.0006201949],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02014911,"threshold_uncertainty_score":0.04006368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2309983658820288,"score_gpt":0.544714684038782,"score_spread":0.3137163181567532,"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."}}