{"id":"W2204487310","doi":"10.1017/s0950268815002204","title":"Predictors of hospitalization for lower respiratory tract infection in children aged <2 years in the province of Quebec, Canada","year":2015,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Respiratory viral infections research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut National de Santé Publique du Québec; Université du Québec","funders":"Université Laval; GlaxoSmithKline","keywords":"Respiratory tract infections; Medicine; Epidemiology; Respiratory tract; Respiratory system; Pediatrics; Lower respiratory tract infection; Respiratory disease; Internal medicine; Lung","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004310412,0.0003576766,0.0003461831,0.0007974014,0.001226555,0.0008223385,0.001102854,0.0004435428,0.002519961],"category_scores_gemma":[0.001602076,0.0002375107,0.0005002207,0.001648878,0.000440164,0.0003056897,0.0005611377,0.0008328513,0.0001952503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01469417,"about_ca_system_score_gemma":0.01366445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9898179,"about_ca_topic_score_gemma":0.9925402,"domain_scores_codex":[0.9995809,0.00004272295,0.00002694407,0.00006247079,0.0001038129,0.0001832207],"domain_scores_gemma":[0.9987108,0.0001048746,0.0003332084,0.00003194592,0.0004094535,0.0004097623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002556036,0.00001245706,0.9978004,0.00001290472,0.00002025846,0.00004751981,0.00008087471,0.0001018078,0.00004498622,0.00002500443,0.0008563307,0.000971954],"study_design_scores_gemma":[0.000004455155,0.00001398998,0.9986911,0.00002686093,0.00001611745,0.00005342631,0.0003510598,0.0004029018,0.0000220104,0.000009280578,0.0004045852,0.000004191642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916754,0.001595463,0.0001017413,0.0006141248,0.00002533721,0.00002385815,0.004302231,0.00001893327,0.001642985],"genre_scores_gemma":[0.9976476,0.0004507195,0.00007645698,0.00006532425,0.000008824241,0.000007660963,0.001293265,0.000003346527,0.0004468645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01469417,"threshold_uncertainty_score":0.1066142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04294844452786434,"score_gpt":0.3429257326235436,"score_spread":0.2999772880956793,"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."}}