{"id":"W2804710412","doi":"10.1002/art.40560","title":"Treatment Algorithms for Systemic Sclerosis According to Experts","year":2018,"lang":"en","type":"article","venue":"Arthritis & Rheumatology","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":241,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Western University","funders":"","keywords":"Medicine; Scleroderma (fungus); Internal medicine; Angiotensin Receptor Blockers; Algorithm; Angiotensin-converting enzyme; Computer science; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001001525,0.0002410967,0.0007257648,0.0001774064,0.0002361819,0.00003061094,0.0001003563,0.0001992943,0.0001013748],"category_scores_gemma":[0.0001352456,0.0001948324,0.0002128127,0.0001885179,0.0001196778,0.00006059986,0.00003352012,0.00003897949,0.0003474654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001462957,"about_ca_system_score_gemma":0.0001128189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002784017,"about_ca_topic_score_gemma":0.00002965823,"domain_scores_codex":[0.9982357,0.00005256923,0.0005333729,0.0005124515,0.0001480259,0.0005178737],"domain_scores_gemma":[0.9987614,0.0001617152,0.000106637,0.0004134124,0.0002105685,0.0003462644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001089592,0.0008244664,0.1171374,0.00025977,0.0009143934,0.0001393079,0.004887788,0.000004073179,0.06941432,0.00215122,0.03330649,0.7698712],"study_design_scores_gemma":[0.1541254,0.05885884,0.05368435,0.1414141,0.002383947,0.1449955,0.0799958,0.006163659,0.2222448,0.001060611,0.1280195,0.007053588],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792402,0.01511786,0.001201038,0.001427179,0.001071487,0.001332756,0.00002062788,0.0002060318,0.0003827599],"genre_scores_gemma":[0.9911549,0.005746137,0.001396457,0.0004896655,0.0002098291,0.0007261331,0.00002483493,0.00004952094,0.0002025405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7628176,"threshold_uncertainty_score":0.7945037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04768462605752374,"score_gpt":0.3027475891281441,"score_spread":0.2550629630706204,"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."}}