{"id":"W2154052377","doi":"10.1002/ppul.22608","title":"A 4 year prospective study to determine risk factors for severe community acquired pneumonia in children in southern China","year":2012,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Medicine; Case fatality rate; Pediatrics; Pneumonia; Prospective cohort study; Internal medicine; Epidemiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000488101,0.0002206121,0.0004609493,0.0005942889,0.000155457,0.000007962682,0.0001615342,0.0001596507,0.00002137602],"category_scores_gemma":[0.0005028876,0.0001873762,0.00008578965,0.0006203145,0.00003447065,0.0000863499,0.0001191307,0.0005068244,0.00006439552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001941769,"about_ca_system_score_gemma":0.00007101069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002231031,"about_ca_topic_score_gemma":0.0012319,"domain_scores_codex":[0.9983906,0.0003435376,0.0003612383,0.0002473512,0.0001026842,0.0005546138],"domain_scores_gemma":[0.9990848,0.0001870103,0.0001185297,0.0003883386,0.00003828878,0.0001830577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001175591,0.002455665,0.9845867,0.00001269932,0.00004101861,0.000003949448,0.01222704,0.00001566263,0.0002288256,0.000002659884,0.00001456598,0.0002936866],"study_design_scores_gemma":[0.002200687,0.001272722,0.9928777,0.000003994624,0.0001455094,0.00003858064,0.003149204,0.0000116015,0.00001569506,0.00007034434,0.00002741251,0.0001865863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968164,0.00005531728,0.0000180292,0.0001281105,0.0001849424,0.002520898,0.00008697317,0.00007101286,0.0001183484],"genre_scores_gemma":[0.9990972,0.00001562673,0.00003792516,0.00007441395,0.0003319865,0.0002995855,0.00001570741,0.00003383791,0.00009373634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009077835,"threshold_uncertainty_score":0.7640978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01785771078488819,"score_gpt":0.2802872656570574,"score_spread":0.2624295548721692,"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."}}