{"id":"W2540523088","doi":"10.1093/cid/ciw515","title":"A Painful Leg Lump","year":2016,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001559718,0.0001357338,0.0004238098,0.00003808611,0.00006035193,0.00001536446,0.00006069129,0.0001515293,0.001308293],"category_scores_gemma":[0.01290851,0.00007388934,0.0003419272,0.0001145045,0.0003047735,0.00005303385,0.00005368044,0.0001130796,0.001109771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000220383,"about_ca_system_score_gemma":0.0001074699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004584905,"about_ca_topic_score_gemma":0.000005385708,"domain_scores_codex":[0.998728,0.0000974654,0.0004508688,0.0003062141,0.0001509206,0.0002665816],"domain_scores_gemma":[0.9966341,0.002317779,0.00007400656,0.0003170008,0.0001043913,0.000552725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005915832,0.001422781,0.9154961,0.00003121932,0.00005160616,0.0001113708,0.000002469043,9.687259e-8,0.00001122772,0.00222207,0.02951393,0.051078],"study_design_scores_gemma":[0.002971219,0.001220097,0.9449068,0.0001552594,0.0001887348,0.00001492138,0.0000103459,0.000009999268,0.00001594874,0.01032281,0.0400131,0.0001707604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708059,0.0006339168,0.002075072,0.004808209,0.0004711349,0.0003666243,0.00003963516,0.000486339,0.02031313],"genre_scores_gemma":[0.9925445,0.0006700398,0.00002018416,0.005684776,0.0003245597,0.00003405951,0.000008109039,0.00001688351,0.0006968916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05090724,"threshold_uncertainty_score":0.999668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0447848533880428,"score_gpt":0.3794713230632882,"score_spread":0.3346864696752454,"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."}}