{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008557758,0.0001944773,0.0004176279,0.0001963683,0.000249102,0.00006873227,0.00006706783,0.00008605105,0.00007111501],"category_scores_gemma":[0.002983128,0.0001519154,0.0000933003,0.0008707055,0.00003420662,0.0001078493,0.0001669222,0.0004152073,0.000004633253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004178341,"about_ca_system_score_gemma":0.00042476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006672609,"about_ca_topic_score_gemma":0.0002396593,"domain_scores_codex":[0.9978424,0.0001266758,0.0005470205,0.000687845,0.0004790672,0.0003169492],"domain_scores_gemma":[0.998513,0.0002585248,0.0002970354,0.0005811485,0.0001822777,0.0001680351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004630588,0.0003425642,0.9959251,0.0002380084,0.00007010188,0.0005262726,0.002080181,0.00003668469,0.0001757439,0.000003357158,0.00005134581,0.000504341],"study_design_scores_gemma":[0.001526949,0.0001135291,0.9952427,0.00003542761,0.0001992253,0.0003211601,0.002030943,0.00003608116,0.00001528796,0.00004678754,0.0002742933,0.0001576888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955251,0.001499978,0.00000961183,0.0003208223,0.0002290326,0.00211724,0.000006114055,0.000131686,0.0001604153],"genre_scores_gemma":[0.997182,0.0007313747,0.00001619537,0.0002638963,0.0002546026,0.0003961777,0.00001840436,0.0000251483,0.001112186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002127352,"threshold_uncertainty_score":0.619493,"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."}}