{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007819471,0.0006044212,0.0004610808,0.001193292,0.0009549519,0.0005406981,0.0003652669,0.0005254684,0.001179938],"category_scores_gemma":[0.0009134402,0.0004887308,0.0006133617,0.001361778,0.0003966725,0.000615125,0.0005483016,0.0005497435,0.0002449478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00104051,"about_ca_system_score_gemma":0.001637494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0382452,"about_ca_topic_score_gemma":0.03303373,"domain_scores_codex":[0.999534,0.00008695736,0.00004430441,0.000100647,0.00009780048,0.0001362559],"domain_scores_gemma":[0.9991165,0.00005894898,0.0002549642,0.00005889751,0.0001541414,0.0003565744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001712047,0.00002676048,0.9996006,0.000002167108,0.000008010011,0.00006429896,0.00006532293,0.000006569643,0.00005431567,0.000002875165,0.0000240278,0.0001278724],"study_design_scores_gemma":[0.000004746812,0.00009523966,0.9994702,0.000001824121,0.000005844901,0.00009480875,0.0002166304,0.00003529936,0.00001176358,0.000003331223,0.00005869997,0.000001589349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994801,0.00004670501,0.0000232266,0.00001877684,0.000002717925,0.00001832597,0.0002549712,0.00000148545,0.0001537209],"genre_scores_gemma":[0.9990698,0.00005704439,0.00007185947,0.0000358062,0.000006995437,0.000039585,0.0005249578,0.000001191703,0.0001928072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0382452,"threshold_uncertainty_score":0.07604516,"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."}}