{"id":"W2884271033","doi":"10.2196/mhealth.9119","title":"The Rise of Pregnancy Apps and the Implications for Culturally and Linguistically Diverse Women: Narrative Review","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":180,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CINAHL; Pregnancy; Inclusion (mineral); mHealth; Medicine; MEDLINE; Narrative; Medical education; Family medicine; Nursing; Psychology; Psychological intervention; Social psychology; Political science","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":[0.005434809,0.0007503809,0.001544809,0.006525185,0.0011,0.003675422,0.001205714,0.002187547,0.003778085],"category_scores_gemma":[0.03323831,0.0006208154,0.001664951,0.00854175,0.001773667,0.004503383,0.002267303,0.001900249,0.0003454977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00373196,"about_ca_system_score_gemma":0.009903678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005985122,"about_ca_topic_score_gemma":0.01308683,"domain_scores_codex":[0.9951482,0.002394203,0.001144627,0.0003560625,0.000743038,0.0002138211],"domain_scores_gemma":[0.9682837,0.02688829,0.002921732,0.0001988815,0.001353722,0.0003535972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001776189,0.00004042036,0.002793149,0.7346078,0.0008021869,0.001858274,0.01806746,0.0001186159,0.0002499641,0.00613393,0.01632669,0.2188239],"study_design_scores_gemma":[0.00002066115,0.00006168497,0.003312188,0.8660974,0.002001245,0.002681549,0.01143762,0.0000340311,0.0001117698,0.0007773121,0.1134307,0.00003388985],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001496755,0.9955206,0.00006435843,0.001631542,0.0001746416,0.00004897477,0.00006921319,0.000002771042,0.0009911462],"genre_scores_gemma":[0.01523176,0.9825016,0.0002407146,0.001552832,0.0001328968,0.0001405264,0.00004217078,0.000002920267,0.000154581],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006525185,"threshold_uncertainty_score":0.02874237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1251820987959959,"score_gpt":0.5199600028094469,"score_spread":0.394777904013451,"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."}}