{"id":"W29580419","doi":"10.1155/2004/379723","title":"Outcome of Patients Admitted to Intensive Care Unit for Acute Exacerbation of Idiopathic Pulmonary Fibrosis","year":2004,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":161,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Boniface Hospital; University of Winnipeg; University of Manitoba","funders":"","keywords":"Medicine; Exacerbation; Idiopathic pulmonary fibrosis; Intensive care unit; Pulmonary fibrosis; Intensive care medicine; Internal medicine; Emergency medicine; Fibrosis; Lung","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000162477,0.0001860906,0.0004680787,0.0005728503,0.0001492083,0.00001490695,0.00016556,0.0001476367,0.00004608083],"category_scores_gemma":[0.0003482617,0.0001768967,0.0003045573,0.0002616697,0.00007451107,0.0001265282,0.00002285848,0.0002401765,0.000006901329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006235117,"about_ca_system_score_gemma":0.001621437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001202049,"about_ca_topic_score_gemma":0.001015683,"domain_scores_codex":[0.9983871,0.00004426567,0.0007023027,0.0002036528,0.0003076122,0.0003550877],"domain_scores_gemma":[0.9954352,0.00001740888,0.0002743909,0.0002444306,0.00301539,0.001013151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01179579,0.0002408664,0.9430733,0.001582203,0.0006114778,0.0006548488,0.002785023,0.0003181911,0.02717233,0.0007863485,0.001241621,0.00973803],"study_design_scores_gemma":[0.006535024,0.02234121,0.9334178,0.003942731,0.001514637,0.0001984325,0.006674752,0.00003549839,0.009929621,0.0003403314,0.01436053,0.000709411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962974,0.0009020544,0.0002829256,0.0004027592,0.0004028884,0.0006596754,0.0008315427,0.000009261117,0.0002114476],"genre_scores_gemma":[0.9969903,0.000009518169,0.0002215211,0.002416034,0.0002121328,0.00001945203,0.00005818346,0.00003648299,0.00003633685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02210034,"threshold_uncertainty_score":0.721364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02630996017099017,"score_gpt":0.2956012331799046,"score_spread":0.2692912730089144,"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."}}