{"id":"W2747314451","doi":"10.1016/j.ebiom.2017.08.009","title":"EULAR 2017: Annual European Congress of Rheumatology, June 14–17, 2017, Madrid, Spain","year":2017,"lang":"en","type":"article","venue":"EBioMedicine","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Rheumatology; Internal medicine; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007393218,0.0003141576,0.0008534836,0.0002398042,0.0002550703,0.00002018756,0.0003666224,0.0001434407,0.0004875327],"category_scores_gemma":[0.0003412725,0.0002478737,0.0001455074,0.00008682032,0.0007778391,0.0001572652,0.0001785799,0.0002329231,0.0003576771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003243421,"about_ca_system_score_gemma":0.00007471538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009211359,"about_ca_topic_score_gemma":0.00005332442,"domain_scores_codex":[0.9980221,0.00009939305,0.0005432762,0.000435668,0.0004280442,0.0004715223],"domain_scores_gemma":[0.9976572,0.00005022047,0.0004644681,0.001256298,0.0002247859,0.0003469736],"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":[0.00138305,0.001508506,0.06630792,0.000828844,0.0007963498,0.009042386,0.002179249,4.69444e-7,0.0881772,0.00303209,0.750828,0.07591598],"study_design_scores_gemma":[0.07300232,0.0138532,0.1083179,0.006108819,0.001713251,0.006716523,0.002027601,0.00006689016,0.0288274,0.000541615,0.7574707,0.001353801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9031944,0.004310073,0.0001870636,0.01221417,0.006263035,0.001284322,0.0002933589,0.0002309698,0.07202261],"genre_scores_gemma":[0.9598354,0.0004384291,0.0008514253,0.0003073658,0.0003343399,0.00001317763,0.0002685511,0.00005920234,0.03789214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07456218,"threshold_uncertainty_score":0.9999974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01804663948812713,"score_gpt":0.2824662235354082,"score_spread":0.2644195840472811,"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."}}