{"id":"W4308034254","doi":"10.1016/j.rdc.2022.06.006","title":"Environmental Risks for Systemic Sclerosis","year":2022,"lang":"en","type":"review","venue":"Rheumatic Disease Clinics of North America","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; Mount Sinai Hospital","funders":"","keywords":"Medicine; Immunology; Dysbiosis; Microbiome; Immune system; Epigenetics; Pathogenesis; Phenotype; Bioinformatics; Genetics; Gut flora; Biology; Gene","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":[0.0007037364,0.001137092,0.001690898,0.002917814,0.0002660869,0.001060578,0.0005773841,0.001252743,0.008559103],"category_scores_gemma":[0.001176676,0.0003706959,0.0008522515,0.002850211,0.0003292199,0.000956498,0.0009380159,0.001545076,0.001560703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004728506,"about_ca_system_score_gemma":0.001476293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002790765,"about_ca_topic_score_gemma":0.006122618,"domain_scores_codex":[0.9997377,0.00006044142,0.00004927715,0.00004358085,0.00008341091,0.00002570012],"domain_scores_gemma":[0.9994337,0.0003113153,0.0001372717,0.00001317185,0.00007272857,0.00003190837],"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":[0.0001571057,0.00008310658,0.0004962315,0.05508418,0.000458509,0.0001914063,0.00008473253,0.0003031327,0.0005475958,0.001881725,0.03862623,0.902086],"study_design_scores_gemma":[0.0001030379,0.0002062769,0.005081401,0.03803486,0.00189804,0.001254497,0.0001381466,0.0001135645,0.0002655989,0.00212581,0.9507352,0.00004357986],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003808459,0.9992836,0.0000221693,0.0001061767,0.0001112149,0.000001923645,0.00001694826,0.000002797328,0.0004170769],"genre_scores_gemma":[0.0004281635,0.9989286,0.00004961744,0.0001675777,0.0001504792,0.000003080313,0.00001785875,5.24237e-7,0.0002540092],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008559103,"threshold_uncertainty_score":0.02863306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1407241410412556,"score_gpt":0.3587536883974762,"score_spread":0.2180295473562206,"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."}}