{"id":"W4212970183","doi":"10.2196/32235","title":"Understanding Information Needs and Barriers to Accessing Health Information Across All Stages of Pregnancy: Systematic Review","year":2022,"lang":"en","type":"review","venue":"JMIR Pediatrics and Parenting","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"CINAHL; Information needs; Pregnancy; Inclusion (mineral); Medicine; Systematic review; Information quality; MEDLINE; Information system; Family medicine; Nursing; Psychology; Computer science; World Wide Web; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006433995,0.0003950903,0.002166961,0.0007078443,0.001869017,0.0002100375,0.0002978937,0.0002595121,0.0001405803],"category_scores_gemma":[0.002407804,0.0003231912,0.0001544041,0.001403362,0.00003025922,0.003976038,0.0005619117,0.0009810018,0.00001475154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000624695,"about_ca_system_score_gemma":0.001413005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006367192,"about_ca_topic_score_gemma":0.000006833934,"domain_scores_codex":[0.9912837,0.001120162,0.006125238,0.0001760846,0.0005893305,0.0007055199],"domain_scores_gemma":[0.9906873,0.001048268,0.007097593,0.0004064562,0.0001998531,0.0005605959],"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":[0.000002436435,0.000004172213,0.001056789,0.894781,0.00001796366,6.948095e-8,0.02182529,5.770051e-7,3.885281e-10,0.0001838729,0.0009833606,0.08114447],"study_design_scores_gemma":[0.0001849535,0.00004876632,0.00004203467,0.3976508,0.0002313045,0.000002862525,0.01279307,0.00005536031,2.185863e-9,0.00001567786,0.5886875,0.0002875997],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006764138,0.9878941,0.001392074,0.0001245652,0.0005074066,0.008868582,0.0006367871,0.00007517783,0.0004337269],"genre_scores_gemma":[0.0001851463,0.9944718,0.0001451507,0.00290547,0.00006225715,0.001293964,0.0008932844,0.00001961189,0.00002333499],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5877042,"threshold_uncertainty_score":0.999922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1998872858444435,"score_gpt":0.4910419152063647,"score_spread":0.2911546293619212,"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."}}