{"id":"W2753555771","doi":"10.1093/rheumatology/kex062.308","title":"306. A MULTICENTRE RELIABILITY AND VALIDITY STUDY OF LASER SPECKLE CONTRAST IMAGING AND THERMOGRAPHY IN PATIENTS WITH RAYNAUD’S PHENOMENON SECONDARY TO SYSTEMIC SCLEROSIS","year":2017,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Speckle pattern; Medicine; Thermography; Contrast (vision); RAYNAUD DISEASE; Scleroderma (fungus); Reliability (semiconductor); Dermatology; Optics; Pathology; Physics","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":[0.006556881,0.0003912269,0.0004505818,0.0009160222,0.0004587013,0.000653212,0.0004892766,0.0007175992,0.0009547749],"category_scores_gemma":[0.01680078,0.0003833115,0.0005922743,0.0007513372,0.0006258959,0.0006548988,0.0007349303,0.0004578417,0.0006080464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000352063,"about_ca_system_score_gemma":0.0002864469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001165186,"about_ca_topic_score_gemma":0.001284371,"domain_scores_codex":[0.9948042,0.00244922,0.000569241,0.0009044035,0.001069186,0.0002037395],"domain_scores_gemma":[0.9857691,0.005522403,0.003871077,0.001446113,0.002885764,0.0005055639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002772453,0.00008710112,0.9960781,0.00002422515,0.00008234788,0.00004595697,0.0004376682,0.00009128442,0.0005407033,0.00001687661,0.0000742445,0.002244264],"study_design_scores_gemma":[0.00003044187,0.0006418148,0.9977043,0.000009290082,0.0000368072,0.0002382519,0.0002317483,0.0006362629,0.0001964571,0.0000182183,0.0002484962,0.000007913188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988585,0.0001283848,0.0004034559,0.00001882733,0.00001207572,0.00004453469,0.0001136625,0.000005173661,0.0004154044],"genre_scores_gemma":[0.9994048,0.00001784103,0.00029957,0.00001289662,0.000009605494,0.00003236013,0.0001531065,0.000003254786,0.00006649227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006556881,"threshold_uncertainty_score":0.03467655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01563320196133784,"score_gpt":0.2342059232071826,"score_spread":0.2185727212458448,"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."}}