{"id":"W4405560680","doi":"10.1142/s2661341724500044","title":"Comparing the Accuracy and Reliability of Detecting the Intensity of Spinal Inflammation on STIR Sequence with Apparent Diffusion Coefficient Values in Axial Spondyloarthritis","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Rheumatology and Immunology","topic":"Bone and Joint Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Effective diffusion coefficient; Axial spondyloarthritis; Magnetic resonance imaging; Nuclear medicine; Medicine; Diffusion MRI; Intensity (physics); Mathematics; Nuclear magnetic resonance; Radiology; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.001649677,0.00008239826,0.0006435835,0.00008433847,0.00005723694,0.000006801741,0.00006873483,0.0001043946,0.000004593791],"category_scores_gemma":[0.003875906,0.00003975873,0.00008297576,0.0000999174,0.0009910363,0.00005927065,0.00006900417,0.0006852188,3.578076e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001211558,"about_ca_system_score_gemma":0.0001319105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005749199,"about_ca_topic_score_gemma":0.00002203084,"domain_scores_codex":[0.9982424,0.0003426219,0.001065975,0.000124673,0.0001193557,0.0001050058],"domain_scores_gemma":[0.9967263,0.002427029,0.0004968568,0.0001386428,0.0001781302,0.00003306439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01432365,0.0002893163,0.9229138,0.0003108595,0.0001459489,0.00009276175,0.0009346707,0.00006752908,0.001837527,0.0008608463,0.00001486979,0.05820817],"study_design_scores_gemma":[0.001781977,0.00335831,0.986171,0.002180775,0.00009418075,0.001565939,0.0009078618,0.002133752,0.000856638,0.0008367783,0.00006833435,0.00004446348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944631,0.002769761,0.0001358386,0.002216104,0.0002591053,0.0001376969,0.000001098803,0.000004301079,0.00001300517],"genre_scores_gemma":[0.9974093,0.002467963,0.00005645331,0.00003937649,0.00002039169,0.000001379737,6.090703e-7,0.00000347496,0.000001078299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06325714,"threshold_uncertainty_score":0.4640101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04809846547549373,"score_gpt":0.3625448233361824,"score_spread":0.3144463578606887,"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."}}