{"id":"W2057168707","doi":"10.3899/jrheum.120243","title":"New Developments in Magnetic Resonance Imaging of the Nail Unit","year":2012,"lang":"en","type":"article","venue":"Journal of Rheumatology Supplement","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psoriatic arthritis; Nail (fastener); Psoriasis; Magnetic resonance imaging; Radiology; Dermatology; Arthritis; Nail disease; Phalanx; Lesion; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003363538,0.0000979595,0.0003687521,0.0001554723,0.00003285625,0.00000242912,0.0001753135,0.00004653989,0.0006793978],"category_scores_gemma":[0.00015575,0.00006516148,0.00008751501,0.0001587702,0.00008699894,0.00009257631,0.00006903446,0.0002078513,0.000009255005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004121136,"about_ca_system_score_gemma":0.0003769719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003844593,"about_ca_topic_score_gemma":0.00002581476,"domain_scores_codex":[0.9986311,0.0001075797,0.0006902455,0.00006448666,0.0002257324,0.0002808657],"domain_scores_gemma":[0.9992324,0.00009524196,0.0003063298,0.000154195,0.00008100375,0.0001308458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001444778,0.0001471982,0.9455927,0.00003968872,0.00002347797,0.00003374331,0.0004778194,5.266485e-7,0.00003143398,0.0004478978,0.04824116,0.004819871],"study_design_scores_gemma":[0.002520233,0.00003406927,0.9339302,0.000322564,0.00005010222,0.00391499,0.0003538276,0.000003565146,0.0009013381,0.0002008828,0.05771279,0.00005543756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739096,0.01925849,0.00005225679,0.005512371,0.0006334682,0.0001479846,0.000003661305,0.000003298683,0.0004788344],"genre_scores_gemma":[0.9965338,0.000234311,0.002680387,0.0003281715,0.00001225173,0.000002279924,0.000001797096,0.000007487069,0.0001995868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02262409,"threshold_uncertainty_score":0.7438929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01340115977406444,"score_gpt":0.2770288284649229,"score_spread":0.2636276686908585,"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."}}