{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03588017,0.004691825,0.006387285,0.002283561,0.003948125,0.0032179,0.003123306,0.005601618,0.04528034],"category_scores_gemma":[0.03332026,0.002718726,0.004523978,0.003363192,0.002213752,0.002991678,0.002178727,0.006577902,0.01017187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005160005,"about_ca_system_score_gemma":0.01933109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002778192,"about_ca_topic_score_gemma":0.005193202,"domain_scores_codex":[0.9785124,0.01395344,0.002782574,0.001815242,0.001502937,0.001433526],"domain_scores_gemma":[0.9830058,0.00367771,0.002814377,0.003344767,0.004707961,0.002449372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6880099,0.01607662,0.007834991,0.04123865,0.003719603,0.001326413,0.001597441,0.006811352,0.006993511,0.01860815,0.1288292,0.07895403],"study_design_scores_gemma":[0.6751817,0.03840459,0.02295732,0.0151093,0.002104142,0.0005099074,0.0007638711,0.005527275,0.003188757,0.011269,0.2246139,0.0003702411],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001453303,0.0002806596,0.001418275,0.0002391911,0.0001976113,0.9923803,0.002962775,0.00008760605,0.0009804753],"genre_scores_gemma":[0.0009466262,0.0001157767,0.001299567,0.0001110569,0.00003740425,0.9967802,0.0005002333,0.00000680083,0.0002023673],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04528034,"threshold_uncertainty_score":0.1897547,"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."}}