{"id":"W4252654746","doi":"10.1016/j.rec.2015.12.013","title":"Bayés’ Syndrome","year":2016,"lang":"es","type":"article","venue":"Revista Española de Cardiología (English Edition)","topic":"Vasculitis and related conditions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Leflunomide; Medicine; Prednisone; Internal medicine; Rheumatology; Toxicity; Surgery; Methotrexate","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001136876,0.0006902876,0.00149832,0.0003748801,0.0004310687,0.0002609991,0.0004243307,0.001073466,0.003084674],"category_scores_gemma":[0.002222041,0.0004933911,0.001313936,0.0005930949,0.0006683299,0.0005053045,0.0001571141,0.0009012101,0.002430918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008141759,"about_ca_system_score_gemma":0.0005734914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008714831,"about_ca_topic_score_gemma":3.151231e-7,"domain_scores_codex":[0.9952828,0.0007170595,0.001003966,0.001053716,0.0006436954,0.001298718],"domain_scores_gemma":[0.99575,0.0007428894,0.0003375114,0.001366332,0.0009322055,0.0008711249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000240682,0.0006070246,0.1046203,0.001989239,0.006822888,0.009085055,0.0006740654,0.00002825318,0.00398162,0.2228892,0.6269144,0.02214718],"study_design_scores_gemma":[0.004081249,0.0006621278,0.2072531,0.005865794,0.002194467,0.003510128,0.0002795398,0.000009291345,0.0001753585,0.0009168792,0.7740976,0.0009544938],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7192126,0.05811895,0.01602601,0.02271922,0.02612511,0.004745824,0.008115333,0.002840149,0.1420968],"genre_scores_gemma":[0.9690171,0.01499837,0.0002025345,0.000596694,0.01097989,0.0001977306,0.0005039704,0.0001400582,0.003363625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2498045,"threshold_uncertainty_score":0.9997517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007907860385737998,"score_gpt":0.2349542142141389,"score_spread":0.2270463538284009,"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."}}