{"id":"W2130766284","doi":"10.1093/cid/cir836","title":"The Number Needed to Vaccinate to Prevent Infant Pertussis Hospitalization and Death Through Parent Cocoon Immunization","year":2011,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Université Laval; BC Centre for Disease Control; University of British Columbia","funders":"Sanofi Pasteur; Sanofi; GlaxoSmithKline","keywords":"Medicine; Immunization; Pediatrics; Environmental health; Immunology; Antibody","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001207949,0.0002026482,0.0001790718,0.0005276026,0.0001399073,0.0003523283,0.0004583142,0.0002070983,0.002934427],"category_scores_gemma":[0.004468732,0.000076217,0.0003502033,0.0003732622,0.0001478034,0.0002063451,0.0002033645,0.0003522614,0.0002930645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004519936,"about_ca_system_score_gemma":0.002820537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2214804,"about_ca_topic_score_gemma":0.2257103,"domain_scores_codex":[0.9992545,0.000247087,0.00003682431,0.00005888712,0.0002153974,0.0001872502],"domain_scores_gemma":[0.9985452,0.0002589389,0.0004918237,0.00004477855,0.0004496537,0.0002096281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006628573,0.00011418,0.8219015,0.000460124,0.0003776694,0.0001898158,0.0001513849,0.004695351,0.001431985,0.001230874,0.01730834,0.1514759],"study_design_scores_gemma":[0.00008672075,0.0006342312,0.9636574,0.0002565912,0.000291618,0.0006080444,0.0001209672,0.008375303,0.001260571,0.0004537161,0.02424,0.00001478865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9162862,0.01823536,0.009604171,0.006225326,0.0004004968,0.000372083,0.0183385,0.0004539606,0.03008391],"genre_scores_gemma":[0.9907594,0.001949401,0.002763527,0.0004435008,0.00003634892,0.00008757172,0.002442603,0.000008620233,0.001508894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2214804,"threshold_uncertainty_score":0.4403824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0396978259972267,"score_gpt":0.3334795342335384,"score_spread":0.2937817082363117,"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."}}