{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001052104,0.0002867013,0.0004150176,0.00196803,0.001826178,0.0008883097,0.001159684,0.0004730434,0.002776971],"category_scores_gemma":[0.003379149,0.0002499088,0.0004464352,0.004998195,0.0003505084,0.0003630916,0.0006463588,0.000712093,0.000327211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00925633,"about_ca_system_score_gemma":0.01709618,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9420057,"about_ca_topic_score_gemma":0.9404027,"domain_scores_codex":[0.9980152,0.000090257,0.000131648,0.0003221601,0.0009888803,0.0004517587],"domain_scores_gemma":[0.9970887,0.0001373673,0.0007991819,0.0001604174,0.001245492,0.0005688138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004097312,0.00001460993,0.9954159,0.00002319187,0.00003592657,0.00005699285,0.00009176639,0.00005757465,0.0000629015,0.00006565344,0.002516108,0.001618429],"study_design_scores_gemma":[0.000005410406,0.000009809134,0.9984377,0.00001609345,0.00001188331,0.00009579973,0.0001059158,0.00009501244,0.00001220209,0.00001531787,0.001188957,0.000005854096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9230706,0.001648568,0.0002357215,0.0008136704,0.00003528622,0.0001765381,0.06539484,0.00004377049,0.008581015],"genre_scores_gemma":[0.9755189,0.0005324641,0.000272174,0.000177304,0.0000176238,0.00007117954,0.02284767,0.000008188766,0.000554507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05799431,"threshold_uncertainty_score":0.1166716,"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."}}