{"id":"W2794306055","doi":"10.14745/ccdr.v42i04a02","title":"Evaluation of the Enhanced Invasive Pneumococcal Disease Surveillance System (eIPDSS) Pilot Project","year":2016,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Disease surveillance; Data quality; Medicine; Pneumococcal disease; Audit; Data collection; Disease; Operations management; Engineering; Pathology; Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.08930601,0.0008407163,0.000442523,0.0008527154,0.0009738203,0.001558782,0.001479243,0.0008221043,0.001683672],"category_scores_gemma":[0.07936396,0.0003348652,0.0005233824,0.0008261211,0.0009079437,0.001714273,0.003157819,0.0007705644,0.0003015886],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00495999,"about_ca_system_score_gemma":0.01476377,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02233233,"about_ca_topic_score_gemma":0.01521192,"domain_scores_codex":[0.9399831,0.04497213,0.002778444,0.00130665,0.00888607,0.00207362],"domain_scores_gemma":[0.9243863,0.02722252,0.003196908,0.003570765,0.03618661,0.005436871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01481704,0.03359811,0.32901,0.004474626,0.0004764968,0.001197895,0.01605598,0.01828695,0.01113116,0.003094491,0.02133941,0.5465179],"study_design_scores_gemma":[0.007810531,0.2116206,0.6075361,0.002423692,0.0007247397,0.0008598116,0.02974401,0.04643203,0.02477089,0.001619057,0.06617178,0.0002867572],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9548526,0.0001417212,0.009128125,0.001784444,0.00005390817,0.02422438,0.002530994,0.0002908068,0.006993035],"genre_scores_gemma":[0.9323709,0.0002320293,0.04694706,0.0005031241,0.00002616698,0.01405646,0.004298864,0.00003735835,0.001528217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.99504,"threshold_uncertainty_score":0.472301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0430792702424426,"score_gpt":0.292136551010822,"score_spread":0.2490572807683794,"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."}}