{"id":"W6904739590","doi":"10.14288/1.0224005","title":"Acute care utilization due to hospitalizations for pediatric lower respiratory tract infections in British Columbia, Canada","year":2016,"lang":"en","type":"article","venue":"Open Collections","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Respiratory tract infections; Incidence (geometry); Lower respiratory tract infection; Public health; Pneumonia; Population; MEDLINE","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":[0.0004710341,0.000482899,0.0004902848,0.002270407,0.002354079,0.001543673,0.00165787,0.0004099817,0.005438924],"category_scores_gemma":[0.002835547,0.0004124089,0.0005969697,0.005541166,0.0003943784,0.0003991423,0.0008866041,0.001058825,0.0005130038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04710082,"about_ca_system_score_gemma":0.07005334,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9984535,"about_ca_topic_score_gemma":0.9991127,"domain_scores_codex":[0.9989889,0.00007369425,0.0001026175,0.0001209404,0.0003358929,0.0003777844],"domain_scores_gemma":[0.9963067,0.0001609785,0.0004482248,0.00005426876,0.002175211,0.0008546607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006668265,0.00004547622,0.9571055,0.0002576521,0.0001094122,0.0002824662,0.0005656445,0.0006457304,0.0001525365,0.0002661063,0.02335049,0.01715232],"study_design_scores_gemma":[0.00001285866,0.00001215936,0.9930387,0.0002600914,0.00003989285,0.0001280364,0.001349311,0.000845017,0.00006111926,0.00004058341,0.004194289,0.00001793039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8968395,0.008130079,0.0004139132,0.004022918,0.0001671351,0.0001936558,0.0697514,0.0001178466,0.02036355],"genre_scores_gemma":[0.974694,0.005599796,0.0005379817,0.0006656907,0.00003282479,0.00009377973,0.01394873,0.00002569984,0.004401505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04710082,"threshold_uncertainty_score":0.341742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0326282279997577,"score_gpt":0.3360019326855683,"score_spread":0.3033737046858106,"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."}}