{"id":"W4290997419","doi":"10.1136/annrheumdis-2022-eular.3472","title":"OP0307 PULMONARY FIBROSIS IN EARLY RHEUMATOID ARTHRITIS IN RELATION TO GENETIC LOCI AND INDIVIDUAL ACPA SPECIFICITIES","year":2022,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"McGill University Health Centre; Samsung; University of Manitoba; Sanofi; University of Calgary; Université de Sherbrooke; Amgen; Pfizer; Eli Lilly and Company","keywords":"Medicine; Rheumatoid arthritis; Internal medicine; Odds ratio; Single-nucleotide polymorphism; Confidence interval; Pulmonary fibrosis; Rheumatoid factor; Cohort; Immunology; Fibrosis; Genotype","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008637226,0.001213695,0.0006955055,0.002114384,0.000961976,0.001266787,0.000985317,0.001524471,0.00703747],"category_scores_gemma":[0.003216087,0.0004735493,0.001308833,0.002215894,0.0008848892,0.0005457014,0.0008607698,0.001745197,0.00094945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002270581,"about_ca_system_score_gemma":0.0003780004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002470867,"about_ca_topic_score_gemma":0.001912875,"domain_scores_codex":[0.9984598,0.0006322374,0.0001473874,0.0002602076,0.0002094104,0.0002910038],"domain_scores_gemma":[0.9955105,0.00201562,0.00112967,0.0002544878,0.0002529518,0.0008368603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002200012,0.0001997607,0.9778885,0.00003565695,0.0005300655,0.004220237,0.0003720791,0.0002445776,0.009055856,0.0003703049,0.0002257211,0.004657254],"study_design_scores_gemma":[0.00003670747,0.0003396274,0.9910386,0.00002937841,0.0002927305,0.005807481,0.0004099553,0.000569182,0.0005887293,0.0004098693,0.0004573569,0.00002038137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971233,0.0004512205,0.0003799157,0.0001324382,0.00002181135,0.000006809701,0.0002349219,0.00001449372,0.001635113],"genre_scores_gemma":[0.9989685,0.00006652121,0.0001728095,0.00003558831,0.00003126006,0.000005314046,0.0001423375,0.00001373185,0.0005641181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00703747,"threshold_uncertainty_score":0.02354264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02644150212185053,"score_gpt":0.2586424598262966,"score_spread":0.232200957704446,"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."}}