{"id":"W2557562867","doi":"10.3899/jrheum.160737","title":"Construct Validity of Radiographs of the Feet to Assess Joint Damage in Patients with Gout","year":2016,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gout; Radiography; Construct validity; Uric acid; Orthodontics; Physical therapy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00626061,0.0004644518,0.0004557032,0.001879207,0.0003202769,0.0008427294,0.0005210385,0.0006068291,0.001461499],"category_scores_gemma":[0.02931785,0.0001541401,0.000917559,0.0009398665,0.0008134173,0.0007229546,0.001175396,0.0008248306,0.0002065804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003616812,"about_ca_system_score_gemma":0.0004483186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001796698,"about_ca_topic_score_gemma":0.002424682,"domain_scores_codex":[0.9961448,0.001680975,0.0004529783,0.0002654319,0.001237379,0.0002184054],"domain_scores_gemma":[0.9830621,0.007090832,0.006260987,0.0006878355,0.002266131,0.0006320487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001321075,0.00007128005,0.9926286,0.00004958333,0.0001568862,0.00003594397,0.0001959464,0.000257293,0.0002039285,0.00004894028,0.00009866438,0.006120712],"study_design_scores_gemma":[0.00002214252,0.0004373332,0.9960825,0.00007530665,0.0001064256,0.000321836,0.0004041084,0.001835194,0.0001911245,0.000147524,0.0003652126,0.00001120609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947555,0.001135056,0.001054743,0.0002205709,0.0000357144,0.0000649853,0.0003225362,0.00001359565,0.002397363],"genre_scores_gemma":[0.9992478,0.00009804009,0.0004115183,0.00002162433,0.00001182377,0.0000140741,0.0001186267,0.000002008974,0.00007438621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00626061,"threshold_uncertainty_score":0.03310961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02374118697529749,"score_gpt":0.2487460591860448,"score_spread":0.2250048722107473,"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."}}