{"id":"W4283710085","doi":"10.2196/37866","title":"Information Resources Among Flemish Pregnant Women: Cross-sectional Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pregnancy; Medicine; Cross-sectional study; Descriptive statistics; Family medicine; Breastfeeding; Social media; Obstetrics; Pediatrics; Statistics; World Wide Web","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":[0.000668286,0.0002133132,0.0003198092,0.001442836,0.0004984789,0.0006028713,0.0002860198,0.0004988786,0.002655968],"category_scores_gemma":[0.001888934,0.0004719954,0.0003738658,0.001741168,0.00033171,0.0008937325,0.0005652296,0.0004272979,0.0003301933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001020835,"about_ca_system_score_gemma":0.0005238256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02466614,"about_ca_topic_score_gemma":0.02644759,"domain_scores_codex":[0.9995373,0.0000945704,0.00008877393,0.00009204076,0.00009191025,0.00009544237],"domain_scores_gemma":[0.9992201,0.0002014316,0.0003988054,0.0000318245,0.0000684466,0.00007933223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004934429,0.0001160516,0.9890158,0.0002165115,0.00004328748,0.0004897435,0.005050793,0.00002723806,0.0002791809,0.00003956532,0.0002470021,0.004425514],"study_design_scores_gemma":[0.000003423652,0.0001264004,0.9933559,0.00007378727,0.00002060874,0.0003948889,0.005414962,0.00004416426,0.00003787161,0.000008367489,0.0005137729,0.000005806968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985613,0.0002227465,0.00002687806,0.00005311659,0.000002207456,0.00003394726,0.0005217032,0.000001042308,0.0005770946],"genre_scores_gemma":[0.9985128,0.0004695801,0.0001227763,0.00006924493,0.000004434346,0.00009293271,0.0003860169,0.000001171381,0.0003411309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02466614,"threshold_uncertainty_score":0.04904509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08874027247509417,"score_gpt":0.5164168125075038,"score_spread":0.4276765400324096,"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."}}