{"id":"W3208253412","doi":"","title":"The international Perinatal Outcomes in the Pandemic (iPOP) study: protocol [version 1; peer review: 2 approved]","year":2021,"lang":"en","type":"preprint","venue":"Wellcome Open Research","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Toronto; Dalhousie University; Carleton University; University of Calgary; University of Manitoba","funders":"","keywords":"Protocol (science); Pandemic; Medicine; Coronavirus disease 2019 (COVID-19); Disease; Alternative 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":["metaresearch","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03423682,0.00036353,0.0007653258,0.0003344491,0.0004653694,0.001373644,0.004556598,0.000213978,0.0009245737],"category_scores_gemma":[0.01351015,0.0001975366,0.0002490157,0.000739436,0.0002427561,0.000223914,0.009432777,0.004466127,0.000180779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001218019,"about_ca_system_score_gemma":0.001751263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003915148,"about_ca_topic_score_gemma":0.0008160314,"domain_scores_codex":[0.9889373,0.002203564,0.0008750298,0.00139061,0.005927862,0.0006655914],"domain_scores_gemma":[0.9931262,0.001120328,0.0002404134,0.003282883,0.002085273,0.0001448827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002653029,0.004229318,0.612783,0.005449067,0.0007510404,0.0007211578,0.00503585,0.00003287449,0.0003363558,0.0001323611,0.3239034,0.04397259],"study_design_scores_gemma":[0.002915162,0.0004159362,0.1729954,0.002063518,0.00004995937,0.00007508371,0.005813753,0.000136376,0.0000410682,0.0001520762,0.8150915,0.0002501968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.04861111,0.0007660612,0.000006313867,0.41739,0.0009066484,0.5102636,0.00003323516,0.00006324595,0.02195985],"genre_scores_gemma":[0.156705,0.002845391,0.0002086276,0.00432055,0.001042179,0.6738179,0.0004236226,0.0001605852,0.1604762],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.4911881,"threshold_uncertainty_score":0.9999887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.291411111838727,"score_gpt":0.5501754106082727,"score_spread":0.2587642987695457,"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."}}