{"id":"W4408225242","doi":"10.58931/cdt.2024.54128","title":"Systemic Sclerosis: Pathogenesis, Diagnosis, and Management","year":2024,"lang":"en","type":"article","venue":"Canadian dermatology today.","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Pathogenesis; Medicine; Multiple sclerosis; Intensive care medicine; Immunology","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":[0.0008042564,0.00060498,0.0006919054,0.001158047,0.0008710482,0.001569837,0.00063571,0.001040707,0.001276587],"category_scores_gemma":[0.001281198,0.0001474637,0.0002514019,0.0007233987,0.0007070609,0.0006535121,0.0005981848,0.001430845,0.0007736215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001873866,"about_ca_system_score_gemma":0.003182235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007228725,"about_ca_topic_score_gemma":0.008905923,"domain_scores_codex":[0.9993635,0.0001387363,0.00007674143,0.00005435574,0.0002837475,0.00008296809],"domain_scores_gemma":[0.9996145,0.00005236583,0.00006498041,0.00001198555,0.0001555012,0.0001006565],"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":[0.0001858249,0.0004081849,0.04425117,0.001933903,0.00009988503,0.01547822,0.0004939495,0.001176546,0.005447544,0.009800896,0.07255112,0.8481727],"study_design_scores_gemma":[0.0002280259,0.0007188632,0.1305283,0.01258718,0.0003620462,0.2549397,0.004128596,0.004741746,0.002741505,0.03849017,0.5503418,0.0001920518],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02766313,0.8802007,0.006366748,0.04984638,0.001619913,0.0001653368,0.0001886524,0.0001929255,0.03375627],"genre_scores_gemma":[0.2751103,0.6898341,0.01002116,0.007170095,0.009814532,0.0001336909,0.00045225,0.00003625209,0.00742753],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007228725,"threshold_uncertainty_score":0.0143733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01942943091645137,"score_gpt":0.2367336266394137,"score_spread":0.2173041957229623,"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."}}