{"id":"W2735543915","doi":"10.1080/21645515.2017.1319022","title":"Methods used for immunization coverage assessment in Canada, a Canadian Immunization Research Network (CIRN) study","year":2017,"lang":"en","type":"article","venue":"Human Vaccines & Immunotherapeutics","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Manitoba; Hospital for Sick Children; BC Centre for Disease Control; Public Health Ontario; University of British Columbia; University of Alberta; Institute for Clinical Evaluative Sciences; SickKids Foundation; University of Toronto","funders":"Canadian Institutes of Health Research; Health Canada","keywords":"Concordance; Immunization; Medicine; Public health; Demography; Environmental health; Geography; Immunology","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":[],"category_scores_codex":[0.03221641,0.002198602,0.002096811,0.01119255,0.006648074,0.004221026,0.004325,0.0008811845,0.013864],"category_scores_gemma":[0.05681124,0.001175063,0.004173436,0.01923146,0.001452227,0.001068729,0.002879453,0.002379573,0.001248732],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07356282,"about_ca_system_score_gemma":0.1670882,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9788423,"about_ca_topic_score_gemma":0.977937,"domain_scores_codex":[0.961394,0.008370885,0.006543275,0.004086625,0.01743483,0.002170382],"domain_scores_gemma":[0.9706561,0.003019702,0.004336871,0.002324638,0.01842441,0.00123835],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001703662,0.000639575,0.3696986,0.01337652,0.004923079,0.0004368795,0.008871858,0.004707569,0.0007977993,0.03419137,0.285722,0.2749312],"study_design_scores_gemma":[0.0008728796,0.0004093032,0.5945395,0.007797362,0.002768771,0.0003011359,0.003863425,0.005047648,0.001147911,0.003909726,0.3790142,0.000328161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.09567887,0.03123374,0.09044471,0.005321081,0.001750749,0.1165657,0.5401937,0.001707451,0.117104],"genre_scores_gemma":[0.3745172,0.01727596,0.2178383,0.005181158,0.0003682353,0.2030026,0.1504459,0.0009939573,0.03037654],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9677836,"threshold_uncertainty_score":0.5337381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1373957765219315,"score_gpt":0.4849974960707982,"score_spread":0.3476017195488667,"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."}}