{"id":"W2167621932","doi":"","title":"Scoring inflammatory activity of the spine by magnetic resonance imaging in ankylosing spondylitis: a multireader experiment.","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":151,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ankylosing spondylitis; Magnetic resonance imaging; Intraclass correlation; Spondylitis; BASDAI; Nuclear medicine; Radiology; Physical therapy; Surgery; Internal medicine; Rheumatoid arthritis","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":[0.0003001996,0.0001405906,0.0002345614,0.00008611434,0.00006574968,0.000008240367,0.00006917622,0.00003562892,0.00001719633],"category_scores_gemma":[0.00009368675,0.0001108401,0.00006815731,0.0002436026,0.0001261382,0.00008902868,0.00008011183,0.0001243835,0.000001008412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001802184,"about_ca_system_score_gemma":0.00001718027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002815981,"about_ca_topic_score_gemma":0.0001041654,"domain_scores_codex":[0.9987706,0.00002841723,0.0002636639,0.0002366617,0.0002377841,0.0004628869],"domain_scores_gemma":[0.9995185,0.00003009205,0.00008261902,0.0002627778,0.00002679082,0.00007928022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002001659,0.0002289869,0.5251693,0.00003410545,0.00001045414,0.0001135875,0.0004262197,1.946657e-7,0.007538846,0.00002340969,0.00005382019,0.466201],"study_design_scores_gemma":[0.002939122,0.00002346938,0.9401329,0.0001684257,0.00001874469,0.00002552586,0.0001868456,0.000009285294,0.05263314,0.000005863931,0.00377078,0.00008592582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752952,0.02149978,0.000007086658,0.0002892244,0.0001707168,0.0008622064,0.00001462006,0.00002429331,0.001836816],"genre_scores_gemma":[0.9989908,0.0001203898,0.0001051249,0.00008950182,0.00005552468,0.0002968451,0.000002757581,0.00001912041,0.0003199702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4661151,"threshold_uncertainty_score":0.4519928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01357389667810774,"score_gpt":0.2457169059484149,"score_spread":0.2321430092703072,"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."}}