{"id":"W4396506741","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a1826","title":"The Effect of Frailty on Patient Engagement and Outcomes Using Remote Digital Monitoring in Interstitial Lung Disease","year":2024,"lang":"en","type":"article","venue":"","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Care","funders":"","keywords":"Interstitial lung disease; Disease; Medicine; Disease monitoring; Remote patient monitoring; Computer science; Intensive care medicine; Lung; Internal medicine; Nursing","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":[0.002978847,0.0003113268,0.0005099217,0.0003920462,0.0004984834,0.001140894,0.0004194815,0.0006472169,0.002584868],"category_scores_gemma":[0.01645325,0.0001262821,0.001315408,0.0005718967,0.0004393185,0.0009422968,0.001460095,0.001220581,0.0001860419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005021112,"about_ca_system_score_gemma":0.0005289085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004024913,"about_ca_topic_score_gemma":0.006483743,"domain_scores_codex":[0.9974265,0.001265652,0.0002375707,0.0002225488,0.0003388654,0.0005089033],"domain_scores_gemma":[0.9911138,0.004344868,0.002317032,0.0003891047,0.0004570077,0.001378154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004025649,0.001374658,0.9495249,0.0001622856,0.0007907217,0.00009447843,0.0005870208,0.0005062678,0.0002539533,0.00009565667,0.0002432882,0.04234114],"study_design_scores_gemma":[0.00005961251,0.001902846,0.9960034,0.00006206191,0.0002627023,0.00006256579,0.0004266761,0.0007005209,0.0001023621,0.0001524072,0.0002512832,0.00001344197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981081,0.0005878336,0.00008273595,0.0002088672,0.0000154679,0.000007630331,0.00007406995,0.000002704812,0.0009124363],"genre_scores_gemma":[0.9996058,0.0001065814,0.0000516654,0.00004254669,0.00001573932,0.000006956414,0.00004782335,9.566425e-7,0.00012191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004024913,"threshold_uncertainty_score":0.01575381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02698287310731555,"score_gpt":0.3152493358382524,"score_spread":0.2882664627309368,"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."}}