{"id":"W1567676070","doi":"10.1007/bf03404299","title":"Comparing Benefits and Risks of Immunization","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Centre for Disease Control","funders":"British Columbia Centre for Disease Control; BC Children's Hospital","keywords":"Medicine; Immunization; Measles; Incidence (geometry); Rubella; Disease; Poliomyelitis; Environmental health; Pediatrics; Adverse effect; Vaccination; Immunology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.02327861,0.0006800272,0.001308128,0.002090422,0.0004249565,0.001398614,0.0009350383,0.002258352,0.00630832],"category_scores_gemma":[0.0711532,0.0004790405,0.003278432,0.00168709,0.001632438,0.00243297,0.0013809,0.00207409,0.000477182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001623044,"about_ca_system_score_gemma":0.00133583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005044864,"about_ca_topic_score_gemma":0.005449301,"domain_scores_codex":[0.9726504,0.01902458,0.001609105,0.0009851503,0.00378356,0.001947205],"domain_scores_gemma":[0.9248058,0.06481287,0.005283312,0.002083741,0.001442431,0.001571808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1775848,0.003241556,0.531351,0.002952691,0.0301719,0.0005887902,0.001087083,0.01002796,0.001619983,0.01608864,0.004197706,0.2210879],"study_design_scores_gemma":[0.01343603,0.06551394,0.7907784,0.001598819,0.03994113,0.001563611,0.00313544,0.01245596,0.003866529,0.05196414,0.01541849,0.0003275096],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9512091,0.02123329,0.002788036,0.004450512,0.0004891545,0.0003644432,0.002127436,0.00003480242,0.01730325],"genre_scores_gemma":[0.9958051,0.002077874,0.0006367158,0.0004363245,0.0002002682,0.00006625398,0.0003635188,0.000005766144,0.0004081151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02327861,"threshold_uncertainty_score":0.1231105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1399016321383189,"score_gpt":0.3146068713337393,"score_spread":0.1747052391954205,"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."}}