{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003316217,0.0001140652,0.0001925263,0.0002219642,0.00009566374,0.00001248028,0.0002213838,0.00003869398,0.001005924],"category_scores_gemma":[0.0003243468,0.0001229062,0.0000647759,0.0001963929,0.00006759242,0.00007273706,0.0002210795,0.0002831913,0.0000113836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002248021,"about_ca_system_score_gemma":0.0001893702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005153267,"about_ca_topic_score_gemma":0.00006934857,"domain_scores_codex":[0.9985383,0.000334661,0.0002726791,0.0003489064,0.0002356643,0.00026985],"domain_scores_gemma":[0.9993371,0.0001022618,0.00005978869,0.0002476416,0.00006172222,0.0001914715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01089355,0.0004356794,0.981086,0.00003332862,0.00003073583,0.001519466,0.00007368861,0.0009520907,0.001161533,0.0002288608,0.0004788731,0.003106218],"study_design_scores_gemma":[0.0008266044,0.001768167,0.9577388,0.00002402911,0.00003246358,0.000140608,0.00003244625,0.03541679,0.000002086793,0.0001056583,0.003793954,0.0001184423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961106,0.0003883784,0.0001107338,0.000625292,0.0007710757,0.0002227921,0.0001865726,0.00004572533,0.001538849],"genre_scores_gemma":[0.9977965,0.00001077971,0.0001380643,0.001199619,0.0003475963,0.00007495626,0.0002225257,0.00002195802,0.0001880074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03446469,"threshold_uncertainty_score":0.9999073,"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."}}