{"id":"W1964337290","doi":"10.1186/1471-2431-14-1","title":"The pot calling the kettle black: the extent and type of errors in a computerized immunization registry and by parent report","year":2014,"lang":"en","type":"article","venue":"BMC Pediatrics","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Alberta Health; University of Calgary; University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates; Killam Trusts; University of Alberta; Canadian Child Health Clinician Scientist Program; Children's Health Research Institute","keywords":"Medicine; Immunization; Pediatrics; Family medicine; Population; Environmental health; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.08288588,0.0004639438,0.0006100554,0.006598612,0.0004763801,0.002065095,0.001378134,0.001124231,0.0009357566],"category_scores_gemma":[0.3876902,0.0006462677,0.0009132987,0.00752069,0.001281578,0.004411996,0.002323815,0.001159329,0.0003901372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001326734,"about_ca_system_score_gemma":0.001440856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008541767,"about_ca_topic_score_gemma":0.004791796,"domain_scores_codex":[0.8549892,0.09289813,0.0193678,0.006299615,0.02463172,0.001813636],"domain_scores_gemma":[0.4507564,0.3236473,0.1665893,0.02887107,0.02818203,0.001953706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002080157,0.00002191017,0.9879377,0.00005492527,0.00006015637,0.00006856596,0.001108403,0.000129711,0.00005094296,0.0001045907,0.0003920892,0.00986294],"study_design_scores_gemma":[0.00002522299,0.000301932,0.9870863,0.000488753,0.0001752303,0.001126766,0.002829959,0.004814391,0.0009357913,0.0003096355,0.001854671,0.00005126486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811121,0.002048685,0.01041661,0.001498256,0.0001598277,0.0002664439,0.001619203,0.0001141488,0.002764805],"genre_scores_gemma":[0.9904355,0.0005646596,0.007516866,0.0002173343,0.00008366942,0.0001364885,0.0007223831,0.00003856448,0.0002845996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08288588,"threshold_uncertainty_score":0.4383477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0262151434098845,"score_gpt":0.2942747447550817,"score_spread":0.2680596013451972,"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."}}