{"id":"W3205232437","doi":"10.1016/j.mvr.2021.104267","title":"Diagnosis of pulmonary arterial hypertension preceding the confirmation of systemic sclerosis in a patient with Raynaud's phenomenon","year":2021,"lang":"en","type":"letter","venue":"Microvascular Research","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Scleroderma (fungus); Pulmonary hypertension; Systemic circulation; Cardiology; Progressive systemic sclerosis; Raynaud's disease; Internal medicine; RAYNAUD DISEASE; Pathology; Dermatology","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":[],"consensus_categories":[],"category_scores_codex":[0.001289274,0.0002949359,0.001067713,0.0005201134,0.0001616406,0.00007271137,0.0002760693,0.0006092723,0.0001316812],"category_scores_gemma":[0.0002247066,0.0001811179,0.0003685602,0.0009239541,0.0003109841,0.00005578301,0.0001731833,0.001374754,0.00001199242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002681741,"about_ca_system_score_gemma":0.0004181997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008854871,"about_ca_topic_score_gemma":0.00000705128,"domain_scores_codex":[0.995061,0.001175444,0.000939062,0.0005729152,0.001739413,0.0005121658],"domain_scores_gemma":[0.9970389,0.0005167253,0.0003543577,0.0009795383,0.00103455,0.0000759552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008750504,0.001012561,0.004636115,0.01093727,0.001800548,0.001726279,0.002314515,0.00005124125,0.8567889,0.000001914781,0.09292661,0.02692899],"study_design_scores_gemma":[0.01386556,0.002127566,0.01872387,0.4072897,0.002906555,0.00522675,0.01920763,0.0005747692,0.5026469,0.00001505727,0.0259305,0.001485098],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9490616,0.03233306,0.000004718363,0.01584758,0.0002018474,0.002312348,0.00002175314,0.00001474303,0.0002023714],"genre_scores_gemma":[0.9854335,0.0102017,0.00002951052,0.002869279,0.0004993649,0.0004663125,0.0003482549,0.00007947526,0.00007259042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3963524,"threshold_uncertainty_score":0.7385774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08133624843203736,"score_gpt":0.27579515669182,"score_spread":0.1944589082597827,"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."}}