{"id":"W4225293870","doi":"10.1164/ajrccm-conference.2022.205.1_meetingabstracts.a5212","title":"Clinical Implications of Frailty in Hospitalized Patients with Pulmonary Arterial Hypertension","year":2022,"lang":"en","type":"article","venue":"","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Toronto General Hospital","funders":"","keywords":"Medicine; Cardiology; Pulmonary hypertension; Internal medicine; Intensive care medicine","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":[0.0005297791,0.0003246051,0.0005660637,0.0008183359,0.000877164,0.001193119,0.0005012041,0.00081381,0.003004606],"category_scores_gemma":[0.01021594,0.0001646304,0.0004940437,0.001007436,0.0005115104,0.0006995195,0.0007367641,0.001610757,0.0001412561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000741691,"about_ca_system_score_gemma":0.001038278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008366271,"about_ca_topic_score_gemma":0.01300237,"domain_scores_codex":[0.9993685,0.0001951623,0.0001078277,0.00005416801,0.0001258192,0.000148552],"domain_scores_gemma":[0.9965503,0.0009800106,0.001189796,0.00007012448,0.000402004,0.0008077474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002943302,0.0000830746,0.9890819,0.00006521825,0.0000785306,0.001690447,0.0001661277,0.0001063318,0.00007952809,0.0001762111,0.0007206048,0.007457676],"study_design_scores_gemma":[0.00001625874,0.000103646,0.9953429,0.0001169489,0.00007077597,0.002084727,0.001087851,0.0003183329,0.00002562822,0.000500033,0.0003205617,0.00001234817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812723,0.006719779,0.0001200666,0.004706006,0.0001965197,0.00001850697,0.0004419459,0.0000060702,0.006518828],"genre_scores_gemma":[0.998461,0.0007868583,0.0000703304,0.0002804109,0.0001457431,0.000005877936,0.000143235,0.000001206317,0.0001054383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008366271,"threshold_uncertainty_score":0.01663512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04411472501696131,"score_gpt":0.3274272961103607,"score_spread":0.2833125710933994,"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."}}