{"id":"W3195137025","doi":"10.2196/27769","title":"Delivery Outcomes During the COVID-19 Pandemic as Reported in a Pregnancy Mobile App: Retrospective Cohort Study","year":2021,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cohort; Pregnancy; Retrospective cohort study; Pandemic; Obstetrics; Cohort study; Gestational age; Odds ratio; Pediatrics; Coronavirus disease 2019 (COVID-19); Internal medicine; Disease","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":[0.001185617,0.0003090874,0.000357475,0.001112418,0.0007851042,0.0007909852,0.0005479744,0.0005279153,0.001459226],"category_scores_gemma":[0.004298441,0.0005726552,0.0006489012,0.001725627,0.0003966255,0.00090467,0.0009956254,0.0008558007,0.0003457969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005940906,"about_ca_system_score_gemma":0.000662693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0150765,"about_ca_topic_score_gemma":0.01495344,"domain_scores_codex":[0.9986978,0.0002410446,0.0002156494,0.0004109684,0.0002248469,0.0002097212],"domain_scores_gemma":[0.9973072,0.0003655805,0.001402744,0.0003696117,0.0002558644,0.0002990225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004978548,0.00001936892,0.9992909,0.000009204937,0.0000321195,0.00005289094,0.0001087019,0.000007398286,0.00004876786,0.000009927531,0.00006096721,0.000309763],"study_design_scores_gemma":[0.000005957832,0.0001782249,0.9982582,0.00002230522,0.00003970251,0.0003499908,0.0007848227,0.00007056931,0.00004034673,0.0000115083,0.0002328029,0.000005649171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979995,0.0002119414,0.00009549413,0.00002898328,0.000008081833,0.00004703832,0.00124749,0.000002524308,0.0003588945],"genre_scores_gemma":[0.9985409,0.0001916601,0.00009739947,0.00004994258,0.000009102961,0.0000693863,0.0009000946,0.000003352349,0.0001382417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0150765,"threshold_uncertainty_score":0.02997744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03910390892093846,"score_gpt":0.3577046052946478,"score_spread":0.3186006963737094,"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."}}