{"id":"W4322734756","doi":"10.1016/j.rdc.2023.01.016","title":"Health Care Utilization","year":2023,"lang":"en","type":"review","venue":"Rheumatic Disease Clinics of North America","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"HEC Montréal","funders":"National Health and Medical Research Council","keywords":"Medicine; Scleroderma (fungus); Connective tissue disease; Productivity; Intensive care medicine; Health care; Connective tissue; Disease; Autoimmune disease; Immunology; Internal medicine; Pathology","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":[0.001088766,0.001255372,0.002481442,0.01048559,0.0002935432,0.001218095,0.0006757549,0.0006537343,0.02136869],"category_scores_gemma":[0.003951611,0.0002801034,0.002374851,0.01128432,0.0002285363,0.0007786694,0.0010866,0.001252002,0.002451915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001952015,"about_ca_system_score_gemma":0.00359266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02168566,"about_ca_topic_score_gemma":0.03380273,"domain_scores_codex":[0.9986793,0.0002337086,0.0003398847,0.0001582104,0.0004518864,0.0001368654],"domain_scores_gemma":[0.9989956,0.000278953,0.0003837968,0.00002169854,0.0002243538,0.00009551171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003085885,0.0001306069,0.00794687,0.07826979,0.003579941,0.00006782328,0.0001159,0.0003809095,0.0001460445,0.001749945,0.1667383,0.7405653],"study_design_scores_gemma":[0.0004745617,0.0003134214,0.08423576,0.1553844,0.009006268,0.0006797568,0.0003686576,0.0004761161,0.0002188302,0.002742197,0.7460029,0.00009711985],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009430145,0.978824,0.0002025821,0.0008084405,0.0008278477,0.0001185217,0.009144657,0.00004913591,0.009081729],"genre_scores_gemma":[0.01236709,0.9759485,0.000679429,0.001217169,0.0005495201,0.0002267798,0.005791516,0.00001058484,0.003209457],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02168566,"threshold_uncertainty_score":0.07148534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1355868034941996,"score_gpt":0.4223120476824833,"score_spread":0.2867252441882836,"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."}}