{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02784716,0.002989929,0.003234303,0.001916957,0.00258127,0.00367461,0.002615166,0.003000479,0.1646958],"category_scores_gemma":[0.06097464,0.002618097,0.001652478,0.002667641,0.002416824,0.002156841,0.002737321,0.003765407,0.03389917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001834369,"about_ca_system_score_gemma":0.01696164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003974321,"about_ca_topic_score_gemma":0.004861128,"domain_scores_codex":[0.9912226,0.005034928,0.00148913,0.0007964149,0.001011335,0.0004455346],"domain_scores_gemma":[0.9712157,0.01013917,0.003281629,0.006569885,0.006754343,0.002039224],"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":[0.05879616,0.002308728,0.004378677,0.02113059,0.0009235973,0.0005506763,0.002033648,0.0008988708,0.001184723,0.0144707,0.8478426,0.04548102],"study_design_scores_gemma":[0.1805372,0.005649481,0.04660951,0.02353166,0.001424517,0.0005551788,0.00241986,0.001640398,0.002615491,0.02145478,0.7127323,0.0008296572],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.007416836,0.0006448263,0.007070273,0.002466094,0.002045201,0.8032863,0.1639109,0.0006246957,0.01253496],"genre_scores_gemma":[0.005090768,0.0003298113,0.004596749,0.000515889,0.0002485546,0.9721389,0.01371937,0.0001112252,0.003248782],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1646958,"threshold_uncertainty_score":0.5509622,"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."}}