{"id":"W2991449905","doi":"10.1186/s12890-019-0986-4","title":"Baseline characteristics and comorbidities in the CAnadian REgistry for Pulmonary Fibrosis","year":2019,"lang":"en","type":"article","venue":"BMC Pulmonary Medicine","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Public Health Ontario; Hospital for Sick Children; University of British Columbia; Institute for Clinical Evaluative Sciences; Centre Hospitalier de l’Université de Montréal; University of Calgary; McMaster University; SickKids Foundation; University of Toronto; University Health Network","funders":"Boehringer Ingelheim","keywords":"Medicine; Baseline (sea); Comorbidity; Pulmonary fibrosis; Internal medicine; MEDLINE; Fibrosis; Intensive care medicine","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":[0.0009507228,0.0003204912,0.0006052646,0.0002799223,0.0002019762,0.00003289376,0.0002523899,0.0001936977,0.0002988072],"category_scores_gemma":[0.0003405217,0.000220609,0.00013163,0.0002616404,0.0003152864,0.0001400795,0.00004426101,0.0003519722,0.00002816992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001774194,"about_ca_system_score_gemma":0.0004454932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02072201,"about_ca_topic_score_gemma":0.005492525,"domain_scores_codex":[0.9978836,0.0001256593,0.0005416474,0.0004861417,0.0004130209,0.0005499441],"domain_scores_gemma":[0.9982451,0.00048071,0.0001310175,0.000611374,0.0001515201,0.0003802729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02097413,0.001228794,0.883686,0.010279,0.0001726224,0.003606896,0.002393666,0.00001141104,0.01111173,0.008357921,0.04086001,0.01731782],"study_design_scores_gemma":[0.002976427,0.004642769,0.7785279,0.003656218,0.0005117976,0.003206133,0.005015866,0.0199446,0.00003678203,0.0009323177,0.1797653,0.0007838141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.892949,0.009729411,0.0002295865,0.03373329,0.002042856,0.005777206,0.0013754,0.0001456477,0.05401753],"genre_scores_gemma":[0.9904102,0.0002865844,0.0002639168,0.003154716,0.001304818,0.0001458045,0.001073704,0.0000458764,0.003314353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1389053,"threshold_uncertainty_score":0.9857991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0231590581166683,"score_gpt":0.2695777902420357,"score_spread":0.2464187321253674,"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."}}