{"id":"W4414780451","doi":"10.1016/j.berh.2025.102104","title":"Novel therapies in SSc","year":2025,"lang":"en","type":"article","venue":"Best Practice & Research Clinical Rheumatology","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; St Joseph's Health Care","funders":"Scleroderma Society of Ontario","keywords":"Interstitial lung disease; Scleroderma (fungus); Connective tissue disease; Quality of life (healthcare); Lung fibrosis; Fibrosis; Multisystem disease; Autoantibody","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002473144,0.0003875088,0.001193876,0.00128086,0.0004894392,0.001923734,0.000527925,0.001506113,0.00913461],"category_scores_gemma":[0.002114971,0.0002123937,0.0008124293,0.0007168978,0.0006709056,0.001384023,0.0008563742,0.002528901,0.001595607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007819531,"about_ca_system_score_gemma":0.001059199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000309435,"about_ca_topic_score_gemma":0.001238969,"domain_scores_codex":[0.9989821,0.0004624557,0.0001342704,0.00009594169,0.0002064592,0.0001187285],"domain_scores_gemma":[0.9983114,0.0008378681,0.0003286627,0.00009690905,0.0002366262,0.0001884923],"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":[0.001344154,0.000640926,0.001353421,0.007110209,0.0003471491,0.0007417885,0.0002503222,0.0005078434,0.008131049,0.01549486,0.03276819,0.9313101],"study_design_scores_gemma":[0.002171978,0.005132395,0.009465832,0.0137655,0.0008074695,0.00361008,0.0004473516,0.001104866,0.004602117,0.02308976,0.9357276,0.00007515612],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007070755,0.960499,0.0008468362,0.0152697,0.002616412,0.00005749338,0.0001068153,0.00003384487,0.01349904],"genre_scores_gemma":[0.1305197,0.823631,0.005332125,0.01261854,0.01400768,0.0002812613,0.0003122622,0.00001826823,0.01327911],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00913461,"threshold_uncertainty_score":0.03055835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1923889251541883,"score_gpt":0.5644619364843876,"score_spread":0.3720730113301993,"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."}}