{"id":"W4281695803","doi":"10.1111/resp.14303","title":"Genetic testing in interstitial lung disease: An international survey","year":2022,"lang":"en","type":"article","venue":"Respirology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Pulmonologists; Medicine; Genetic testing; Pulmonologist; Interstitial lung disease; Family medicine; Disease; Idiopathic pulmonary fibrosis; Test (biology); Intensive care medicine; Pathology; Internal medicine; Lung","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":[0.002503542,0.0002095807,0.0002691905,0.001141284,0.0002912348,0.0005660858,0.0003197738,0.000707847,0.001221435],"category_scores_gemma":[0.005232069,0.0002104837,0.0003584686,0.002092588,0.000399372,0.0007772556,0.0008453457,0.000524193,0.000254532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003683734,"about_ca_system_score_gemma":0.000335908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003951922,"about_ca_topic_score_gemma":0.002683742,"domain_scores_codex":[0.9975867,0.001026259,0.0004237178,0.0003053308,0.0003431646,0.0003147458],"domain_scores_gemma":[0.9940148,0.001514861,0.002937271,0.0002020042,0.0004996492,0.0008314226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002828599,0.00004375509,0.9962599,0.00004119036,0.00002386727,0.00008876684,0.0005629544,0.00003241982,0.00008028321,0.00001953891,0.0004680928,0.002351044],"study_design_scores_gemma":[0.000004663075,0.00008713886,0.9975765,0.00003226682,0.000009012088,0.0002235566,0.001292381,0.00007734342,0.00002421003,0.000009770688,0.0006595143,0.000003468649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963266,0.0006110012,0.0001087227,0.0005000276,0.00001243142,0.00003639151,0.001162335,0.000004693286,0.001237708],"genre_scores_gemma":[0.9981857,0.000533936,0.0001030799,0.0002970118,0.00001377255,0.00003204566,0.0007016558,0.000001998463,0.000130798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003951922,"threshold_uncertainty_score":0.01324016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03158762150664156,"score_gpt":0.3100451235541405,"score_spread":0.278457502047499,"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."}}