{"id":"W6920555608","doi":"10.60692/xxvh7-19r36","title":"The international Perinatal Outcomes in the Pandemic (iPOP) study: protocol","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital Research Institute of Manitoba; Manitoba Health; Carleton University; University of Toronto; Dalhousie University; University of British Columbia; Public Health Ontario; University of Calgary; Izaak Walton Killam Health Centre; University of Manitoba","funders":"","keywords":"Pandemic; Public health; Pregnancy; Premature birth; Coronavirus disease 2019 (COVID-19); Hygiene; Leverage (statistics); Population; Aggregate data","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":[],"consensus_categories":[],"category_scores_codex":[0.00110747,0.0001257363,0.0001738334,0.0001219628,0.0001456126,0.0002448683,0.000204417,0.00004622576,0.000025949],"category_scores_gemma":[0.0003164601,0.00006348825,0.00007236245,0.0002431379,0.00002381333,0.0003677726,0.00008060852,0.0001807742,0.0001897848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002833079,"about_ca_system_score_gemma":0.000141769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000181677,"about_ca_topic_score_gemma":0.000003755557,"domain_scores_codex":[0.9983898,0.000118076,0.0005627209,0.0001422704,0.0006227799,0.0001643333],"domain_scores_gemma":[0.9989384,0.00003027232,0.0001850606,0.0005865133,0.0002237643,0.0000360237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001388043,0.00001244812,0.9514663,0.0001138514,0.00004896617,0.00001466506,0.04700248,0.00001321464,0.000002120903,0.00004876729,0.00008047941,0.001057875],"study_design_scores_gemma":[0.002782156,0.00008122906,0.920973,0.00005965192,0.00001964971,0.0003199501,0.06504917,0.0003187614,0.00006329428,9.983514e-7,0.01025407,0.00007809309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9483673,7.743724e-7,0.0002886036,0.003596098,0.0005623108,0.0443292,0.00001455333,0.0001396905,0.00270148],"genre_scores_gemma":[0.9721821,4.328001e-8,0.00001590753,0.0006442081,0.0001142661,0.02654302,0.000007136746,0.000006322918,0.0004870261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03049335,"threshold_uncertainty_score":0.2588976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06524698946616643,"score_gpt":0.3357160683220921,"score_spread":0.2704690788559257,"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."}}