{"id":"W4224273632","doi":"10.1002/acr.24902","title":"Health Care Utilization in Systemic Sclerosis Patients With Digital Ulcers","year":2022,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital; St Joseph's Health Care; Western University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cohort; Internal medicine; Psychological intervention; Disease; Severity of illness; Physical therapy; Emergency medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004726776,0.0001987887,0.0002853389,0.0008620166,0.0006499339,0.0005323325,0.0003552816,0.0002396487,0.00118015],"category_scores_gemma":[0.001725731,0.0001976409,0.0004157745,0.001859484,0.000201693,0.0002273375,0.0003982015,0.0004053552,0.000120003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001779627,"about_ca_system_score_gemma":0.002039629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4700968,"about_ca_topic_score_gemma":0.4959649,"domain_scores_codex":[0.9992937,0.0001066171,0.00005887578,0.0001136468,0.0002575419,0.0001696057],"domain_scores_gemma":[0.9990572,0.00007421855,0.0004318909,0.00004085922,0.0001959705,0.0001998864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002333639,0.00001511559,0.9992177,0.000004439965,0.00001987546,0.00003125889,0.00003039813,0.00001763139,0.00003579743,0.000003875096,0.00006533048,0.0005352697],"study_design_scores_gemma":[0.000002223256,0.0000164482,0.9997185,0.000002992162,0.000006487476,0.00006080657,0.00004837564,0.00007165722,0.000009502864,0.000001786048,0.00005987556,0.000001316273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989997,0.0001358473,0.00001517674,0.00003369442,0.000001954284,0.000008312385,0.0005524837,0.000001958849,0.0002509411],"genre_scores_gemma":[0.999222,0.0001024273,0.00003199107,0.00001589947,0.000003673876,0.000004942835,0.0005155153,8.195274e-7,0.0001026957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4700968,"threshold_uncertainty_score":0.934721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04839584194930348,"score_gpt":0.3200503034393823,"score_spread":0.2716544614900789,"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."}}