{"id":"W4200362647","doi":"10.1093/rheumatology/keab929","title":"Screening and management of subclinical interstitial lung disease in systemic sclerosis: an international survey","year":2021,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Université de Montréal; McGill University; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Subclinical infection; Interstitial lung disease; Internal medicine; Asymptomatic; Pulmonary function testing; Physical therapy; Lung","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002069585,0.0002184715,0.0002212752,0.0008437141,0.0002006187,0.0003546872,0.0003314331,0.0004883306,0.0009359056],"category_scores_gemma":[0.003717528,0.0002014291,0.0003978202,0.001400623,0.0002292434,0.0005830684,0.0006224876,0.000410825,0.0002367885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000263511,"about_ca_system_score_gemma":0.0003939442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004621397,"about_ca_topic_score_gemma":0.003944948,"domain_scores_codex":[0.9985685,0.000555517,0.000289614,0.0001575285,0.0002836178,0.0001451144],"domain_scores_gemma":[0.9965479,0.0004836942,0.002010959,0.0001403474,0.0003846978,0.0004323737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002402794,0.00003863698,0.996702,0.0000419115,0.00003008454,0.000026026,0.0001931764,0.00004085364,0.00006312083,0.00001100719,0.0004355171,0.00239365],"study_design_scores_gemma":[0.000005121177,0.00006240461,0.999063,0.00002049632,0.00000962893,0.00008211884,0.0002911233,0.000067358,0.0000147253,0.000005393778,0.0003766597,0.000002145632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945508,0.00100038,0.00016281,0.0005604584,0.00001349811,0.00006352376,0.002117543,0.000009969755,0.001521023],"genre_scores_gemma":[0.9973286,0.0008022014,0.0001919429,0.0002467367,0.00001544783,0.00005618502,0.001173587,0.000002355127,0.0001828018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004621397,"threshold_uncertainty_score":0.01094508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06008866429444112,"score_gpt":0.3210262290046645,"score_spread":0.2609375647102233,"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."}}