{"id":"W3161251893","doi":"10.1016/j.jogc.2021.04.015","title":"Expecto Patronum! Leveraging the Positive Force of COVID-19 Vaccines for Pregnant and Lactating Individuals","year":2021,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System","funders":"","keywords":"Medicine; Misinformation; Pregnancy; Coronavirus disease 2019 (COVID-19); Pandemic; Vaccination; Intensive care medicine; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Disease; Pediatrics; Outbreak; Immunology; Infectious disease (medical specialty); Virology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0004594163,0.00009959516,0.0003557167,0.0001457519,0.0001439374,0.00001773932,0.00005518649,0.0000559767,0.00003289527],"category_scores_gemma":[0.02347111,0.00006956002,0.00005492499,0.000263259,0.00003903719,0.00006673722,0.00004569825,0.0001849601,1.304635e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000579806,"about_ca_system_score_gemma":0.003518795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004062405,"about_ca_topic_score_gemma":0.00437018,"domain_scores_codex":[0.9989484,0.00007811376,0.0004166177,0.0001511869,0.0002258341,0.0001798377],"domain_scores_gemma":[0.993174,0.005507145,0.0005042649,0.0001228134,0.0004964456,0.0001953193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000646841,0.0001466059,0.8852253,0.0008381436,0.0008014514,0.001265792,0.005387797,0.0003904701,0.002400577,0.0002951981,0.002849183,0.1003348],"study_design_scores_gemma":[0.006455588,0.001057696,0.9672996,0.00006701126,0.0005866779,0.001159733,0.0105074,0.0002605437,0.00383153,0.0007956601,0.007793866,0.0001847227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723511,0.01347056,0.000725861,0.01130318,0.001788992,0.0002814081,0.00002983419,0.00000261377,0.00004643886],"genre_scores_gemma":[0.997112,0.0002084915,0.0006097365,0.001887099,0.00005058946,0.000003768355,0.000003838632,0.000009839203,0.0001145744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1001501,"threshold_uncertainty_score":0.9847546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02568894071116708,"score_gpt":0.2954269066144069,"score_spread":0.2697379659032398,"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."}}