{"id":"W3215949861","doi":"10.1183/13993003.congress-2021.pa2339","title":"An international survey on genetics in clinical practice for interstitial lung disease","year":2021,"lang":"en","type":"article","venue":"","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":"Pulmonologists; Medicine; Pulmonologist; Interstitial lung disease; Genetic testing; Family medicine; Idiopathic pulmonary fibrosis; Medical diagnosis; Medical genetics; Disease; Intensive care medicine; Pathology; Internal medicine; Lung; Genetics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.005027896,0.0001561282,0.0002361133,0.001363794,0.0003486503,0.0006379061,0.0002652017,0.0006783679,0.002867734],"category_scores_gemma":[0.01358973,0.0001720498,0.0003645835,0.002045217,0.0003384356,0.001204741,0.0009420162,0.0007055938,0.0004344045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001080798,"about_ca_system_score_gemma":0.001249117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006093408,"about_ca_topic_score_gemma":0.004909706,"domain_scores_codex":[0.9955004,0.002202796,0.0009205972,0.0003419796,0.0006210097,0.000413257],"domain_scores_gemma":[0.9838877,0.00598239,0.005360472,0.0004335793,0.002298143,0.002037674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005291271,0.0001031024,0.9679795,0.0002706795,0.00004372914,0.0001198211,0.00402517,0.00009806493,0.0001739084,0.0001755092,0.009597433,0.01736015],"study_design_scores_gemma":[0.00001339467,0.0001855297,0.9833273,0.0001656712,0.00001120236,0.0002568884,0.006679995,0.0002084872,0.00005059543,0.00006924504,0.00901944,0.00001227288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763689,0.001437537,0.0005178294,0.007064132,0.00009948248,0.0003414026,0.007250831,0.00003665746,0.006883246],"genre_scores_gemma":[0.9905609,0.001653412,0.001020388,0.001892669,0.00007098783,0.000459701,0.003577416,0.00001019988,0.0007542472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006093408,"threshold_uncertainty_score":0.02659035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04521674056682542,"score_gpt":0.425311661825989,"score_spread":0.3800949212591636,"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."}}