{"id":"W3125268036","doi":"10.1016/j.vaccine.2021.01.009","title":"DTaP combination vaccine use and adherence: A retrospective cohort study","year":2021,"lang":"en","type":"article","venue":"Vaccine","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Sanofi Pasteur; Sanofi","keywords":"Medicine; Vaccination; Vaccination schedule; Tetanus; Diphtheria; Pediatrics; Cohort; Immunization; Retrospective cohort study; Immunology; Internal medicine; Antibody","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005550017,0.0001383863,0.0003063695,0.00007756898,0.0004695702,0.0002130698,0.000118319,0.00007990868,0.001031444],"category_scores_gemma":[0.0008056677,0.0001366032,0.00004314235,0.0006060158,0.000002242552,0.0005774228,0.00008732102,0.0001640502,0.00003701048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001354457,"about_ca_system_score_gemma":0.0001269451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001579629,"about_ca_topic_score_gemma":0.007953223,"domain_scores_codex":[0.9984765,0.0002281549,0.0002447178,0.0004169297,0.000364054,0.0002696318],"domain_scores_gemma":[0.9988543,0.0001236213,0.00009372258,0.0002762096,0.0005292592,0.0001229194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002597739,0.0003211039,0.9866514,0.000004599248,0.00005040927,0.00006126933,0.003103166,3.455503e-7,0.0001081706,0.003832741,0.005277836,0.0005630445],"study_design_scores_gemma":[0.001695841,0.0002558039,0.9903525,0.00001619645,0.00006698542,0.000003879693,0.002638985,0.00001351667,0.0000920647,0.001558614,0.00314282,0.000162855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994361,0.0004244719,0.00004205369,0.001857426,0.0002826366,0.0006258459,0.000004995715,0.00009433822,0.002307228],"genre_scores_gemma":[0.9931316,0.0005053446,0.00008328928,0.0001853894,0.0002136969,0.00003310808,0.00001100672,0.000014284,0.005822312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006373594,"threshold_uncertainty_score":0.9998817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02307160375940294,"score_gpt":0.3013495778670556,"score_spread":0.2782779741076526,"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."}}