{"id":"W147306992","doi":"10.1155/2010/460532","title":"The Christmas Season as a Risk Factor for Chronic Obstructive Pulmonary Disease Exacerbations","year":2010,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Travel-related health issues","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; COPD; Spirometry; Pulmonary disease; Incidence (geometry); Internal medicine; Respiratory system; Emergency medicine; Asthma","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":[0.0004211068,0.0002508723,0.0002693772,0.0004991661,0.0006558891,0.0006873581,0.0003070514,0.0005865054,0.003665213],"category_scores_gemma":[0.002587622,0.0001571942,0.0002707224,0.0004920592,0.0002821957,0.000292364,0.000378711,0.0008123225,0.0002073079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003223231,"about_ca_system_score_gemma":0.0005389616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009248864,"about_ca_topic_score_gemma":0.009665346,"domain_scores_codex":[0.9996007,0.0001228073,0.00002511269,0.00006778183,0.0000897104,0.00009381498],"domain_scores_gemma":[0.9975227,0.0004116176,0.000842738,0.0000684771,0.0001927975,0.0009617836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000101015,0.00002977098,0.9980951,0.000008222905,0.0000199311,0.0000982978,0.00003986841,0.00001683286,0.0001309824,0.00001052731,0.0002207288,0.001228755],"study_design_scores_gemma":[0.000001936288,0.00003421121,0.999524,0.000006187176,0.000008795067,0.0001709984,0.00006481437,0.00008417067,0.00001078553,0.000006448209,0.00008642662,0.000001286312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982744,0.0007182637,0.00004273458,0.0001830773,0.00002795366,0.000006552598,0.00009382624,0.000004176417,0.0006489272],"genre_scores_gemma":[0.9995199,0.0001236879,0.0000506165,0.00003863022,0.00005377728,0.000003060648,0.00009410793,0.000002068029,0.0001141814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009248864,"threshold_uncertainty_score":0.01839006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02177844805971468,"score_gpt":0.2990502101817579,"score_spread":0.2772717621220432,"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."}}