{"id":"W2320222267","doi":"10.1136/annrheumdis-2013-eular.241","title":"OP0036 An Evidence-Based Tool for Detection of Pulmonary Arterial Hypertension in Systemic Sclerosis: The Detect Study","year":2013,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Care; Western University","funders":"","keywords":"Medicine; DLCO; Pulmonary hypertension; Diffusing capacity; Internal medicine; Cardiology; Medical diagnosis; Cohort; False positive paradox; Lung; Radiology","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":[0.004706529,0.000798645,0.002731454,0.002319145,0.0003615594,0.002142216,0.0009591833,0.001536673,0.003124786],"category_scores_gemma":[0.02043823,0.0003394505,0.003752487,0.001815329,0.0003950214,0.001873779,0.001209313,0.001398365,0.0004213811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003786107,"about_ca_system_score_gemma":0.001130378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007758145,"about_ca_topic_score_gemma":0.001510426,"domain_scores_codex":[0.9949569,0.002005442,0.001102283,0.0004269853,0.001353351,0.0001551465],"domain_scores_gemma":[0.9844437,0.009408818,0.003962635,0.0003666069,0.001180153,0.0006382014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05002281,0.001013558,0.736554,0.01835514,0.0464116,0.000608889,0.0002122403,0.001140219,0.002082713,0.001278387,0.006231793,0.1360887],"study_design_scores_gemma":[0.01269824,0.006954025,0.896745,0.003263415,0.05822647,0.001752623,0.0002909967,0.00394627,0.001206267,0.001799501,0.01295729,0.0001599304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9026918,0.05938448,0.004399347,0.002980923,0.0005234703,0.001369878,0.01770335,0.0001233153,0.01082334],"genre_scores_gemma":[0.9778432,0.007136046,0.006974507,0.0007689739,0.0004093569,0.0006438377,0.005307851,0.00002737217,0.0008887913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004706529,"threshold_uncertainty_score":0.02489084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1018613050011935,"score_gpt":0.2971589972592438,"score_spread":0.1952976922580503,"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."}}