{"id":"W2731914500","doi":"","title":"Genetic diagnostic profiling in axial spondyloarthritis: a real world study","year":2016,"lang":"en","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Axial spondyloarthritis; Cohort; Ankylosing spondylitis; Internal medicine; Confounding; Cohort study; Physical therapy; Sacroiliitis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001429885,0.0003821817,0.0003364145,0.0007640819,0.0006604305,0.001163318,0.0005458845,0.0009949082,0.001220444],"category_scores_gemma":[0.005725098,0.0003957142,0.0004365738,0.00173907,0.0006822613,0.0006338004,0.0007025272,0.0006754211,0.0003226684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004438427,"about_ca_system_score_gemma":0.000257928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005239336,"about_ca_topic_score_gemma":0.00605038,"domain_scores_codex":[0.9981132,0.0008570579,0.0001216483,0.0005845076,0.0001740489,0.0001496634],"domain_scores_gemma":[0.9950082,0.00133577,0.002003888,0.0006715622,0.0005073415,0.0004732485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002610503,0.00004784572,0.9970975,0.00001858893,0.0001527678,0.0001990528,0.0001563129,0.00006382542,0.0003332967,0.00004363821,0.0002805192,0.00134565],"study_design_scores_gemma":[0.00002216087,0.0001118264,0.9981875,0.00001257231,0.00007695106,0.0005506027,0.0002258614,0.0003209644,0.00005030529,0.00006245221,0.0003672254,0.00001152116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986287,0.0002385743,0.0001819869,0.00009546271,0.000007420041,0.000008899329,0.0005986791,0.00000353678,0.0002367653],"genre_scores_gemma":[0.9987356,0.0001402128,0.0002351044,0.00006833673,0.000019955,0.00001340213,0.0006986195,0.000004052712,0.00008465211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005239336,"threshold_uncertainty_score":0.0104177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01915914412678588,"score_gpt":0.2768101434917639,"score_spread":0.257650999364978,"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."}}