{"id":"W2736885353","doi":"10.1055/s-0034-1370876","title":"Arthrose – Arbeitsfähigkeit nach Gelenkersatz","year":2014,"lang":"de","type":"article","venue":"Aktuelle Rheumatologie","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002412343,0.000920099,0.001765848,0.0004408165,0.0007082786,0.0002840972,0.0008641839,0.00069708,0.002594278],"category_scores_gemma":[0.00397007,0.0008385807,0.0005623475,0.0006266556,0.001249433,0.0003488284,0.0004701879,0.001309596,0.02441659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001881763,"about_ca_system_score_gemma":0.0006131777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002734929,"about_ca_topic_score_gemma":0.00004170902,"domain_scores_codex":[0.9925367,0.0011687,0.001284066,0.001301306,0.001299528,0.002409678],"domain_scores_gemma":[0.9944262,0.001837004,0.000370682,0.00186326,0.0003974548,0.001105426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006839248,0.003157853,0.1482702,0.001635628,0.005634569,0.001059196,0.005128965,0.00006853275,0.003479875,0.05799495,0.234327,0.5324039],"study_design_scores_gemma":[0.009503875,0.002470216,0.005616068,0.001998418,0.00008897953,0.000221243,0.001439741,0.003742744,0.003682665,0.003962577,0.9659482,0.001325275],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5473161,0.4195279,0.001563813,0.009957117,0.004840595,0.001460308,0.00007299049,0.000870647,0.01439054],"genre_scores_gemma":[0.789033,0.2074466,0.0006426066,0.0005907667,0.000346778,0.00008391231,0.000101661,0.0001472191,0.001607481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7316212,"threshold_uncertainty_score":0.9994065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01835298527330131,"score_gpt":0.2749012646743698,"score_spread":0.2565482794010684,"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."}}