{"id":"W2285599460","doi":"10.1155/2010/924978","title":"Outcomes Following Chronic Obstructive Pulmonary Disease Presentations to Emergency Departments in Alberta: A Population-Based Study","year":2010,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba; Dalhousie University; Women and Children’s Health Research Institute; University of Alberta","funders":"Canadian Institutes of Health Research; Government of Alberta","keywords":"Medicine; COPD; Emergency department; Exacerbation; Emergency medicine; Pulmonary disease; Intensive care unit; Population; Demographics; Pediatrics; Internal medicine; Demography","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":[0.0008462814,0.0004381458,0.0003308336,0.001554778,0.001164948,0.001088144,0.001091265,0.000522994,0.00103143],"category_scores_gemma":[0.001679203,0.000341575,0.0004681672,0.003703104,0.0006168322,0.0004459175,0.0008331171,0.000624653,0.0001758904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009010724,"about_ca_system_score_gemma":0.007368901,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8826174,"about_ca_topic_score_gemma":0.9094592,"domain_scores_codex":[0.9992108,0.00007220756,0.00004915321,0.0001293946,0.0003210744,0.0002173562],"domain_scores_gemma":[0.9987764,0.00009809799,0.0003709055,0.00005952271,0.0003457975,0.000349303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006007442,0.00005646194,0.9981597,0.000009710168,0.00002696456,0.00008994137,0.0002403433,0.0000581755,0.00006298556,0.00001838888,0.000232147,0.000985057],"study_design_scores_gemma":[0.000009357001,0.00003171119,0.9991498,0.000008858997,0.00001343997,0.00005556154,0.0004392348,0.0001168093,0.00001078678,0.00000984141,0.0001511138,0.000003447314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976709,0.0001538635,0.00005382004,0.00008296339,0.000004813976,0.00003925238,0.001179257,0.000004605916,0.0008105033],"genre_scores_gemma":[0.997754,0.0002293754,0.0001244544,0.00008118631,0.000008897539,0.00002270797,0.001449913,0.000002266536,0.0003271996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1173826,"threshold_uncertainty_score":0.2361478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02223099675184862,"score_gpt":0.3303877558685258,"score_spread":0.3081567591166772,"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."}}