{"id":"W2887333948","doi":"10.1093/qjmed/hcw119.023","title":"P019 <break /> Autoantibody status, decline in lung function, and survival in patients with idiopathic pulmonary fibrosis","year":2016,"lang":"en","type":"article","venue":"QJM","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Autoantibody; Medicine; Pulmonary fibrosis; Idiopathic pulmonary fibrosis; Lung; Pulmonary function testing; Lung function; Internal medicine; Fibrosis; Gastroenterology; Immunology; Antibody","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":[0.0002720835,0.0002653467,0.000455918,0.0002541391,0.00005875609,0.00002240065,0.00008143106,0.0001412947,0.00009286409],"category_scores_gemma":[0.00008149042,0.000177227,0.00007024081,0.0003190124,0.0001183906,0.0002829846,0.00009895099,0.0001823821,0.00002413461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001936152,"about_ca_system_score_gemma":0.0001574106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002590043,"about_ca_topic_score_gemma":0.0001335364,"domain_scores_codex":[0.9980236,0.00009872484,0.0004417697,0.0004998787,0.000419648,0.0005164374],"domain_scores_gemma":[0.9991518,0.00005332846,0.00009854329,0.0003173558,0.0001276759,0.0002512964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01147693,0.0005551066,0.9804158,0.0002644474,0.0000309502,0.00009155958,0.00004945328,0.000002183712,0.002848517,0.0002994393,0.0001643622,0.003801293],"study_design_scores_gemma":[0.004209218,0.00246967,0.9892029,0.002009373,0.00008647898,0.00001008475,0.00003832118,0.0002359554,0.00002947176,0.0001564996,0.001290959,0.0002611029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955806,0.00180406,0.000149158,0.000753334,0.0002695873,0.0004939189,0.0001099406,0.0000609695,0.0007784174],"genre_scores_gemma":[0.9989024,0.0001742467,0.00006152648,0.0002164997,0.0001583199,0.00002774946,0.00008386282,0.00004463633,0.0003307467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008787113,"threshold_uncertainty_score":0.7227108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004517476659635676,"score_gpt":0.2187029923111095,"score_spread":0.2141855156514739,"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."}}