{"id":"W3127623901","doi":"10.12688/wellcomeopenres.16507.1","title":"The international Perinatal Outcomes in the Pandemic (iPOP) study: protocol","year":2021,"lang":"en","type":"preprint","venue":"Wellcome Open Research","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital Research Institute of Manitoba; Manitoba Health; Carleton University; BC Children's Hospital; University of Toronto; Dalhousie University; Public Health Ontario; University of Calgary; Izaak Walton Killam Health Centre; University of Manitoba","funders":"Canada Excellence Research Chairs, Government of Canada; Equity Trustees; Molly Towell Perinatal Research Foundation; Cerebral Palsy Alliance; University of New South Wales; Wellcome Trust; Medical Research Council; Canadian Institute for Advanced Research; GlaxoSmithKline; Health Data Research UK; Bill and Melinda Gates Foundation","keywords":"Pandemic; Medicine; Protocol (science); Coronavirus disease 2019 (COVID-19); Internal medicine; Alternative medicine; Disease; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04413528,0.005024169,0.006187135,0.004364335,0.005117712,0.005020597,0.005045134,0.004815903,0.1066411],"category_scores_gemma":[0.0369488,0.005292832,0.00447321,0.005463507,0.003098038,0.005691096,0.003652171,0.007837832,0.02967488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007771942,"about_ca_system_score_gemma":0.03503052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01185076,"about_ca_topic_score_gemma":0.01454787,"domain_scores_codex":[0.9839231,0.008749085,0.003113883,0.001711676,0.001249435,0.001252769],"domain_scores_gemma":[0.9775158,0.004226247,0.003737049,0.003874029,0.007748364,0.002898569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1361094,0.01686808,0.02312254,0.09245802,0.002625121,0.002163673,0.007442191,0.009444902,0.003157771,0.031703,0.5427514,0.132154],"study_design_scores_gemma":[0.1622429,0.01551113,0.05266155,0.0475779,0.001693458,0.0009468588,0.00619296,0.00791114,0.003439459,0.02948422,0.6711749,0.0011635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0007862612,0.000201206,0.0016628,0.0002298918,0.0001419917,0.9857925,0.009847371,0.00006624631,0.001271823],"genre_scores_gemma":[0.0007591031,0.0001278781,0.001525539,0.0002074333,0.0000335479,0.9956917,0.001390439,0.000008710193,0.000255739],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1066411,"threshold_uncertainty_score":0.3567501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3424605663409417,"score_gpt":0.567662620740285,"score_spread":0.2252020543993432,"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."}}