{"id":"W2511951746","doi":"10.1364/boe.7.003843","title":"Joint blood flow is more sensitive to inflammatory arthritis than oxyhemoglobin, deoxyhemoglobin, and oxygen saturation","year":2016,"lang":"en","type":"article","venue":"Biomedical Optics Express","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Lawson Health Research Institute; Western University","funders":"Lawson Health Research Institute","keywords":"Rheumatoid arthritis; Medicine; Arthritis; Blood flow; Oxygen saturation; Hypoxia (environmental); Internal medicine; Cardiology; Pathology; Immunology; Oxygen; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003182252,0.0003013403,0.0004888434,0.000243495,0.0001462535,0.00008085357,0.0001285085,0.0002455805,0.000162841],"category_scores_gemma":[0.0005226767,0.0002101464,0.0001152845,0.0002126301,0.0005828051,0.000198003,0.0002138811,0.0002192531,0.0001515815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006118876,"about_ca_system_score_gemma":0.000171795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001901568,"about_ca_topic_score_gemma":0.000007318276,"domain_scores_codex":[0.9973058,0.00007739975,0.0004899393,0.0005563075,0.0009159143,0.0006546883],"domain_scores_gemma":[0.9978717,0.0001338022,0.00008053898,0.0004534616,0.0003034527,0.001157055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004891391,0.0003341184,0.0008270932,0.0001080335,0.0003365302,0.0007480423,0.002541508,3.376392e-7,0.8506833,0.0008282484,0.01453755,0.1285661],"study_design_scores_gemma":[0.02823227,0.004355081,0.04724298,0.008288783,0.00009578248,0.003123607,0.001889302,0.001401195,0.7287226,0.001687381,0.1729617,0.001999319],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748266,0.001706466,0.004189803,0.0174612,0.0002212266,0.0008218499,0.000212023,0.0001505223,0.0004102488],"genre_scores_gemma":[0.9740632,0.01132083,0.01186873,0.001531343,0.0004460512,0.00006462445,0.00005263944,0.00005766719,0.0005949639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1584241,"threshold_uncertainty_score":0.856952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01066913055722165,"score_gpt":0.2439636884015193,"score_spread":0.2332945578442976,"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."}}