{"id":"W4308672906","doi":"10.3410/f.742281457.793596413","title":"Faculty Opinions recommendation of Safety of COVID-19 vaccines in pregnancy: a Canadian National Vaccine Safety (CANVAS) network cohort study.","year":2022,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Vaccine safety; Coronavirus disease 2019 (COVID-19); Cohort; Pregnancy; Medicine; Family medicine; Virology; Environmental health; Immunology; Immunization; Biology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00544513,0.0006779681,0.001941434,0.001350016,0.0003735327,0.00004552022,0.001315984,0.0006079498,0.00737682],"category_scores_gemma":[0.03362567,0.0005063742,0.0006482975,0.0062283,0.0001625103,0.0003137304,0.0005529904,0.001608961,0.000008268086],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002120221,"about_ca_system_score_gemma":0.008413737,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01427802,"about_ca_topic_score_gemma":0.00717428,"domain_scores_codex":[0.9909317,0.001192731,0.003329236,0.001173368,0.00280495,0.0005679745],"domain_scores_gemma":[0.9873316,0.0004559786,0.002575411,0.002161476,0.006640732,0.0008347834],"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":[0.0002170558,0.001127778,0.004114066,0.009864278,0.0004541719,0.000001941661,0.0002489155,0.00002005753,4.894222e-7,0.0001605516,0.9828754,0.0009152944],"study_design_scores_gemma":[0.002359266,0.0003615184,0.1066698,0.007331375,0.0004219,0.00007929195,0.00007890951,0.00001432919,8.873693e-7,0.00003024754,0.8823189,0.0003335459],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000002239384,0.001155325,0.00001266436,0.298474,0.0008318364,0.005142078,0.694295,0.00002990233,0.00005693009],"genre_scores_gemma":[0.00008977714,0.0009791233,0.0002013662,0.008199184,0.0003869154,0.0006984632,0.9887884,0.00004588496,0.0006108914],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2944934,"threshold_uncertainty_score":0.9997388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04031281414933219,"score_gpt":0.3850263056884383,"score_spread":0.3447134915391061,"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."}}