{"id":"W4379796238","doi":"10.1136/annrheumdis-2023-eular.3276","title":"AB1534 A VALIDATION OF REGISTER DERIVED DIAGNOSES OF INTERSTITIAL LUNG DISEASE IN PATIENTS WITH INFLAMMATORY ARTHRITIS. DATA FROM NOR-DMARD","year":2023,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"University of Alberta; University of Washington; Amgen","keywords":"Medicine; Medical diagnosis; Interstitial lung disease; Norwegian; Diagnosis code; Gold standard (test); Internal medicine; Medical record; Observational study; Physical therapy; Pediatrics; Lung; Pathology; Population","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003096015,0.0005300569,0.0005972742,0.001492382,0.0004864534,0.0009539838,0.0009400549,0.0006832409,0.002927443],"category_scores_gemma":[0.008260555,0.000359968,0.000697793,0.001648964,0.0002844808,0.00028512,0.0005804028,0.000475946,0.001937166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003926814,"about_ca_system_score_gemma":0.0005918654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01562102,"about_ca_topic_score_gemma":0.01425968,"domain_scores_codex":[0.9963163,0.001465588,0.0006093254,0.0006521758,0.0007375187,0.0002191372],"domain_scores_gemma":[0.9937387,0.00175364,0.001669684,0.001101515,0.001482446,0.000253976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002697686,0.0001858201,0.9796385,0.0001178711,0.0005487179,0.0002340768,0.0001305715,0.0002611156,0.006608678,0.0001162219,0.002390547,0.007070246],"study_design_scores_gemma":[0.000261232,0.0003458578,0.9937565,0.00003613458,0.0002602985,0.0003721167,0.00007743974,0.0005248372,0.00149034,0.00003855037,0.002826953,0.000009627018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820126,0.0005090893,0.0003745127,0.00009066761,0.00006400787,0.00006093891,0.01328325,0.00004201399,0.003562882],"genre_scores_gemma":[0.9763247,0.0001254556,0.0004264748,0.00009826634,0.00003495404,0.00006938512,0.02192454,0.00001687632,0.0009793721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01562102,"threshold_uncertainty_score":0.03106016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03267910587384763,"score_gpt":0.2869461825442833,"score_spread":0.2542670766704356,"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."}}