{"id":"W2791370380","doi":"10.3390/children5030036","title":"Trends in Pediatric Complicated Pneumonia in an Ontario Local Health Integration Network","year":2018,"lang":"en","type":"article","venue":"Children","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Saskatchewan","funders":"","keywords":"Medicine; Empyema; Pneumonia; Incidence (geometry); Pediatrics; Pneumococcal conjugate vaccine; Parapneumonic effusion; Streptococcus pneumoniae; Pleural effusion; Internal medicine; Surgery; Antibiotics","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":[0.0003563044,0.0002288494,0.0002382832,0.001100231,0.001106366,0.000785585,0.0007328406,0.0003156309,0.00125499],"category_scores_gemma":[0.001746212,0.0002646375,0.0003071255,0.0034279,0.0004579729,0.000367351,0.0006514653,0.0003742483,0.0001563706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02049075,"about_ca_system_score_gemma":0.01731047,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9771563,"about_ca_topic_score_gemma":0.9901248,"domain_scores_codex":[0.9991668,0.00004974855,0.00008021672,0.00008787871,0.0003556862,0.0002597282],"domain_scores_gemma":[0.9973,0.00008408444,0.00110721,0.00004636521,0.0009275754,0.0005347889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002616485,0.00001060653,0.996235,0.00003650846,0.00001863388,0.0001196201,0.0004952673,0.0000865822,0.0001232507,0.00004279541,0.0009907736,0.001814886],"study_design_scores_gemma":[0.000001387105,0.00000814435,0.9988461,0.00001600412,0.00000429426,0.00005227006,0.0004049195,0.00008009405,0.00001614203,0.000003144572,0.0005654016,0.000002204107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895885,0.0011372,0.00006823912,0.0004681884,0.000008813386,0.0000410655,0.005822696,0.00001556834,0.002849643],"genre_scores_gemma":[0.9950237,0.001158103,0.0001553568,0.0001025552,0.0000101531,0.00003144194,0.002677541,0.000004220612,0.0008368285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02284372,"threshold_uncertainty_score":0.1486715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02223244221804888,"score_gpt":0.3066267868088817,"score_spread":0.2843943445908328,"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."}}