{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7046754,0.001334845,0.002585382,0.009682302,0.005520598,0.02003278,0.009846657,0.009502161,0.00699756],"category_scores_gemma":[0.8459747,0.001833641,0.003012974,0.007343918,0.03124346,0.02566534,0.0131049,0.01076249,0.0005811041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0338907,"about_ca_system_score_gemma":0.07803214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05719863,"about_ca_topic_score_gemma":0.05037063,"domain_scores_codex":[0.2886636,0.5441845,0.05016956,0.0134766,0.09931676,0.004188877],"domain_scores_gemma":[0.04651666,0.8867105,0.02827343,0.01348525,0.02351707,0.001497154],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001535073,0.0002895885,0.03815712,0.0389788,0.001833071,0.0007338874,0.09788659,0.001929197,0.0006859262,0.1509966,0.03973828,0.6272359],"study_design_scores_gemma":[0.0007078486,0.001015714,0.04003747,0.3111784,0.003681421,0.001054801,0.05396102,0.006148367,0.00314117,0.3111103,0.2674649,0.000498743],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03251944,0.08665898,0.03142387,0.8045139,0.002859049,0.001413753,0.0008871528,0.0001612586,0.03956263],"genre_scores_gemma":[0.7749113,0.02929405,0.06154608,0.1269987,0.002333861,0.002455793,0.0004862649,0.0001789373,0.001794959],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2953246,"threshold_uncertainty_score":0.3641878,"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."}}