{"id":"W7134622565","doi":"","title":"Variability of RANKL and osteoprotegerin staining in synovial tissue from patients with active rheumatoid arthritis: quantification using color video image analysis","year":2003,"lang":"","type":"article","venue":"Flinders Academic Commons (Flinders University)","topic":"Bone Metabolism and Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Osteoprotegerin; RANKL; Rheumatoid arthritis; Staining; Synovial membrane","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005712125,0.0005217985,0.0009978453,0.0008353073,0.000303145,0.00004109025,0.0003956705,0.0008317592,0.00005606778],"category_scores_gemma":[0.0004426588,0.0006194944,0.0002083833,0.001812256,0.0009715768,0.0001078339,0.0002474719,0.0007185896,0.000001112926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001810036,"about_ca_system_score_gemma":0.0007072538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00117381,"about_ca_topic_score_gemma":0.0009889597,"domain_scores_codex":[0.9959535,0.001137841,0.0007540849,0.00119604,0.0003801316,0.0005783968],"domain_scores_gemma":[0.9976463,0.0002516202,0.0007508859,0.0006955491,0.0003362749,0.0003193974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009031076,0.00147923,0.9304792,0.0001752944,0.003334889,0.00004982368,0.002802499,0.00387878,0.03879388,0.001273749,0.0000287691,0.008672867],"study_design_scores_gemma":[0.07458067,0.002229342,0.6170768,0.00167868,0.01014758,0.00001715607,0.07185067,0.01063402,0.1944436,0.001695342,0.00881843,0.006827759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768806,0.001429651,0.01949706,0.00006322367,0.0001083963,0.001003207,0.0006491457,0.00001420476,0.0003545549],"genre_scores_gemma":[0.9969133,0.00149719,0.001068225,0.00002543213,0.00002217698,0.00000380104,0.0004126563,0.00003624262,0.00002097663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3134024,"threshold_uncertainty_score":0.9996256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009384053454411661,"score_gpt":0.2222402722933093,"score_spread":0.2128562188388977,"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."}}