{"id":"W2051650208","doi":"10.1016/j.jpeds.2014.07.015","title":"Variability in care for children hospitalized for pneumonia: no excuses this time","year":2014,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Pneumonia; Pediatrics; Regimen; Intensive care medicine; Quarter (Canadian coin); Health care; Bacterial pneumonia; Family medicine; Emergency medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06738619,0.001327276,0.002939637,0.002189438,0.003686474,0.01083479,0.005799881,0.01264001,0.01198332],"category_scores_gemma":[0.33385,0.001112758,0.002567671,0.002404933,0.007445937,0.0213012,0.008375445,0.02611209,0.003302919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006418599,"about_ca_system_score_gemma":0.01844037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01003344,"about_ca_topic_score_gemma":0.01930889,"domain_scores_codex":[0.9390604,0.024772,0.008875621,0.004628771,0.01950615,0.003157045],"domain_scores_gemma":[0.6256157,0.1704662,0.03603395,0.03447364,0.09082288,0.04258768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006936958,0.0002789337,0.01924606,0.001236947,0.0002975528,0.0007095929,0.002334047,0.0003426388,0.0005608114,0.01062622,0.7525597,0.2111138],"study_design_scores_gemma":[0.0004564211,0.001006177,0.05015665,0.01568716,0.0004794681,0.002835169,0.01389964,0.001309697,0.001044543,0.03855926,0.8739766,0.0005890745],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002409313,0.01948222,0.0009741747,0.9142851,0.05916711,0.00002189601,0.0001637125,0.0001049863,0.003391525],"genre_scores_gemma":[0.0937018,0.0322379,0.01059619,0.6649958,0.1885479,0.0001983647,0.0006157696,0.000635077,0.008471251],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06738619,"threshold_uncertainty_score":0.3563765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006262647125966556,"score_gpt":0.2560360681910193,"score_spread":0.2497734210650528,"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."}}