{"id":"W7038394765","doi":"","title":"Influenza illness and influenza vaccination during pregnancy and risk of preterm birth and fetal death","year":2016,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Social impacts of COVID-19","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vaccination; Pregnancy; Influenza vaccine; Pandemic; Incidence (geometry); Cohort study; Population; Fetus; Immunization","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001039224,0.0006226443,0.0007904269,0.0004879714,0.00307085,0.0002306264,0.0004085505,0.0009934378,0.00007538098],"category_scores_gemma":[0.005606675,0.0006122525,0.0001459987,0.0004092567,0.000237787,0.002214776,0.000182772,0.0007219636,0.000007446722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005386578,"about_ca_system_score_gemma":0.000174511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004196652,"about_ca_topic_score_gemma":0.007907726,"domain_scores_codex":[0.9958506,0.0007540277,0.0008159131,0.0009351291,0.0009191476,0.0007251306],"domain_scores_gemma":[0.9965323,0.0007499778,0.001208131,0.0004015483,0.0005134558,0.0005946234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001130018,0.0002014572,0.1509453,0.003608196,0.0008922321,0.00005472854,0.005070447,0.000003338013,0.01234252,0.06563863,0.000001391603,0.7601117],"study_design_scores_gemma":[0.006004393,0.0003639791,0.8616301,0.003950631,0.0009318157,0.00001963245,0.005772552,0.00000389422,0.0227353,0.08289642,0.0130665,0.002624743],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756444,0.003335753,1.305163e-7,0.00001352839,0.0004427079,0.001158246,0.0007611316,0.0001740651,0.01847006],"genre_scores_gemma":[0.9916489,0.006581276,0.0001156575,0.00007280688,0.00007620287,0.0000897369,0.00002575307,0.0001142837,0.001275362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.757487,"threshold_uncertainty_score":0.9996329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02221189012553292,"score_gpt":0.3110591827235906,"score_spread":0.2888472925980576,"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."}}