{"id":"W3133745131","doi":"10.2196/26477","title":"Pregnancy Outcomes and Child Development Effects of SARS-CoV-2 Infection (PROUDEST Trial): Protocol for a Multicenter, Prospective Cohort Study","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pregnancy; Medicine; Prospective cohort study; Offspring; Cohort; Cohort study; Pediatrics; Childbirth; Obstetrics; Internal medicine","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":[0.001969003,0.0003022612,0.0007298833,0.0003871213,0.0003013711,0.0001019792,0.0001174718,0.000140355,0.00001387155],"category_scores_gemma":[0.004794119,0.0002427828,0.000128387,0.0007244744,0.0001469864,0.000238714,0.000262853,0.0005520817,0.000007827745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005388489,"about_ca_system_score_gemma":0.0009915163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006466751,"about_ca_topic_score_gemma":0.00008881549,"domain_scores_codex":[0.9958948,0.0005903988,0.0007370852,0.000999079,0.001198881,0.0005797884],"domain_scores_gemma":[0.9968925,0.0004384912,0.0002508883,0.0008546301,0.001414429,0.0001490488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02692871,0.0183207,0.919126,0.01734822,0.0003670291,0.00005968756,0.001656673,3.197644e-7,0.009254963,0.00003450976,0.0002159255,0.006687233],"study_design_scores_gemma":[0.1102344,0.009211463,0.6428111,0.008076034,0.00002082429,0.00001067598,0.00005543995,0.00001144137,0.2238643,0.00005871584,0.005471934,0.0001737447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.09542622,0.000001957691,0.000117909,0.0002647636,0.00001780838,0.9038792,0.000002277993,0.00009685075,0.0001929745],"genre_scores_gemma":[0.03052334,2.354992e-7,0.0007820223,0.00003958082,0.00009804012,0.9680656,0.000006093459,0.00005821223,0.000426826],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2763149,"threshold_uncertainty_score":0.9900397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2346954635530603,"score_gpt":0.5835787751883628,"score_spread":0.3488833116353025,"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."}}