{"id":"W4406090978","doi":"10.58931/crt.2024.1354","title":"Contemporary Management of Raynaud’s Phenomenon","year":2024,"lang":"en","type":"article","venue":"Canadian rheumatology today.","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Phenomenon; History; Philosophy; Epistemology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001191156,0.0001235933,0.000339912,0.0003054281,0.0000402566,0.00001111978,0.00008727822,0.0001454824,0.0006346324],"category_scores_gemma":[0.00001058352,0.000104054,0.000107281,0.0002319302,0.0001032162,0.00003586946,0.00001569981,0.0001139328,0.0002493155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001326271,"about_ca_system_score_gemma":0.0006437537,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01231827,"about_ca_topic_score_gemma":0.0005707298,"domain_scores_codex":[0.9990145,0.00002948379,0.0003431007,0.0002479843,0.0001051918,0.000259765],"domain_scores_gemma":[0.9991968,0.0000385003,0.00003999424,0.0002682629,0.00003585315,0.0004206295],"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":[0.000167183,0.0001627962,0.1100995,0.007632625,0.003912678,0.004867849,0.001466627,0.00001027185,0.0006722991,0.08549151,0.7531998,0.03231693],"study_design_scores_gemma":[0.01138777,0.001010952,0.2070009,0.06754227,0.002063635,0.006243031,0.01426851,0.002245734,0.001689105,0.002597627,0.6819428,0.002007741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6779213,0.113986,0.00002883227,0.003422945,0.001515373,0.0005898463,0.00006950846,0.0001459167,0.2023203],"genre_scores_gemma":[0.9955737,0.001265119,0.00006333602,0.0002438137,0.00001454841,0.00002633281,0.00004654508,0.00002446957,0.002742121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3176524,"threshold_uncertainty_score":0.9942588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02036194941919256,"score_gpt":0.2526447699119093,"score_spread":0.2322828204927167,"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."}}