{"id":"W4206548947","doi":"10.1007/978-3-319-18446-3_6","title":"Systemic Sclerosis","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Scleroderma (fungus); Pulmonologists; Excellence; Disease; Dermatology; Intensive care medicine; Interstitial lung disease; Rheumatology; Connective tissue disease; Internal medicine; Physical therapy; Autoimmune disease; Pathology; Lung","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":[0.0001826642,0.0007578733,0.0004966017,0.000895264,0.0007797947,0.00126654,0.0004290825,0.0008173154,0.1639679],"category_scores_gemma":[0.0004779087,0.0002105957,0.0002766971,0.0006981213,0.0003669427,0.0008513295,0.001077869,0.001413434,0.105067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004149068,"about_ca_system_score_gemma":0.0005507253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001292925,"about_ca_topic_score_gemma":0.005556677,"domain_scores_codex":[0.9998904,0.0000195609,0.000004976632,0.00001758061,0.00005318344,0.00001423326],"domain_scores_gemma":[0.9999,0.00003047475,0.000006046677,0.000012946,0.00003214708,0.00001834038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001816335,0.00003929819,0.00009271188,0.0001805177,0.000004251391,0.0001845448,0.0001328756,0.00008892154,0.0006542597,0.01779058,0.7592413,0.2215726],"study_design_scores_gemma":[0.000003093963,0.000009868933,0.0001448854,0.00008370916,0.000001864238,0.0003876268,0.00002100002,0.00002568754,0.00006963061,0.002090306,0.9971607,0.000001642549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004497879,0.02397597,0.001550875,0.002041493,0.002254696,0.0000534882,0.0002354148,0.0002505729,0.9691877],"genre_scores_gemma":[0.001564369,0.009302201,0.0006968854,0.001207645,0.0004412561,0.00003157826,0.0001832321,0.00003551035,0.9865372],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1639679,"threshold_uncertainty_score":0.5485271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04645693632818494,"score_gpt":0.2330053652066223,"score_spread":0.1865484288784373,"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."}}