{"id":"W4283034506","doi":"10.1371/journal.pone.0270150","title":"Protocol for a sequential, prospective meta-analysis to describe coronavirus disease 2019 (COVID-19) in the pregnancy and postpartum periods","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact; University of British Columbia","funders":"National Institute of Allergy and Infectious Diseases; World Health Organization; Bill and Melinda Gates Foundation","keywords":"Protocol (science); Meta-analysis; Medicine; Pregnancy; Data sharing; Best practice; MEDLINE; Pandemic; Observational study; Coronavirus disease 2019 (COVID-19); Family medicine; Disease; Alternative medicine; Infectious disease (medical specialty); Political science; Biology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001062486,0.0002150572,0.0006908335,0.0003489377,0.0002876199,0.00006013635,0.0001689459,0.00002872455,0.001030177],"category_scores_gemma":[0.001751146,0.0001566922,0.0003697829,0.001047886,0.00006215974,0.0001191947,0.0001529353,0.0002290569,0.000005036507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007228505,"about_ca_system_score_gemma":0.0007334488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004826942,"about_ca_topic_score_gemma":0.000178343,"domain_scores_codex":[0.9973707,0.0003510633,0.0003376331,0.0007297088,0.0008965966,0.0003143272],"domain_scores_gemma":[0.9983497,0.000150262,0.0001360899,0.0008430862,0.00017016,0.0003506959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.04018286,0.04867002,0.5569214,0.007815198,0.2656481,0.0006541461,0.0432986,0.002937588,0.0254552,0.001476618,0.00448479,0.002455508],"study_design_scores_gemma":[0.01673143,0.007196601,0.2999682,0.0001920345,0.6378852,0.00006075704,0.002791545,0.003659125,0.003268572,0.003144674,0.02368864,0.001413241],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1256143,0.001161743,0.0005839773,0.08010492,0.00003505212,0.7913986,0.0008028945,0.0001780764,0.0001203386],"genre_scores_gemma":[0.2974897,0.0000029479,0.0005755256,0.004327747,0.00006054813,0.6966022,0.00005499826,0.00002930483,0.0008570646],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.372237,"threshold_uncertainty_score":0.999883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3741313687915483,"score_gpt":0.4403908031911591,"score_spread":0.06625943439961085,"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."}}