{"id":"W4283317809","doi":"10.1089/jwh.2021.0609","title":"Deferring Risk: Limitations to the Evidence in Product Labels for Vaccine Use in Pregnancy","year":2022,"lang":"en","type":"article","venue":"Journal of Women s Health","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Misinformation; Medicine; Stakeholder; Product (mathematics); Scientific evidence; Public health; Health care; Family medicine; Public relations; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.005136098,0.00008493019,0.0003229907,0.0005130174,0.0001564914,0.00001776651,0.0001307752,0.0000118748,0.0000224343],"category_scores_gemma":[0.009417525,0.00006324371,0.00005107839,0.0009145224,0.000005392395,0.0002616638,0.00005115273,0.0005202075,0.000001333619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003476829,"about_ca_system_score_gemma":0.001272287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004163424,"about_ca_topic_score_gemma":0.0005068596,"domain_scores_codex":[0.998051,0.0003115977,0.0006976235,0.0001963708,0.0003636154,0.0003797962],"domain_scores_gemma":[0.9981614,0.0006588033,0.00049239,0.0003277013,0.0001592811,0.0002003751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003772856,0.001109139,0.7628658,0.0007030344,0.00007344213,0.00005667471,0.06871303,0.0310612,0.001231558,0.00008243017,0.005200766,0.1251301],"study_design_scores_gemma":[0.002392857,0.003749639,0.9678596,0.001158871,0.00002226343,0.0002243617,0.003568162,0.0001587402,0.00006721314,0.0002098507,0.02049608,0.00009237383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9036794,0.002448955,0.0001997789,0.09197129,0.0002922224,0.001392021,0.000005974646,0.000007395,0.000003004225],"genre_scores_gemma":[0.9945683,0.0008391429,0.001521516,0.002497648,0.0002252291,0.0001679903,8.279408e-7,0.0000169466,0.0001623323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2049938,"threshold_uncertainty_score":0.9989266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2036337464284054,"score_gpt":0.4140367154991437,"score_spread":0.2104029690707383,"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."}}