{"id":"W3612970","doi":"10.1093/neuonc/nor150","title":"IMMUNOLOGY RESEARCH","year":2011,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Brucella: diagnosis, epidemiology, treatment","field":"Veterinary","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal University Hospital","funders":"","keywords":"Engineering ethics; Engineering","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":[0.001853271,0.0003122424,0.0007200894,0.0003834605,0.0002672035,0.00000947745,0.0007707726,0.0007530088,0.003429025],"category_scores_gemma":[0.001660699,0.0002893241,0.0001723146,0.0003545587,0.0009250013,0.00009796985,0.000663268,0.001289437,0.008423829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000563293,"about_ca_system_score_gemma":0.000270045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009018643,"about_ca_topic_score_gemma":0.0001632172,"domain_scores_codex":[0.9928555,0.004051552,0.000664882,0.0009337043,0.0002107107,0.001283594],"domain_scores_gemma":[0.9937943,0.004467803,0.000197143,0.001111584,0.0002074485,0.0002217432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004365113,0.00447409,0.06696624,0.00004728972,0.000563874,0.01561381,0.005368251,0.000002519103,0.5335732,0.02600259,0.2623244,0.08069864],"study_design_scores_gemma":[0.002114438,0.01789983,0.08606794,0.00001377433,0.00006432724,0.002768229,0.0005641051,0.00003099113,0.01254597,0.007763958,0.8697775,0.0003888989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.835384,0.001131956,0.00002191518,0.005253644,0.002324717,0.000765691,0.00001633285,0.0003242636,0.1547776],"genre_scores_gemma":[0.9926738,0.0009594426,0.002372012,0.002778118,0.0003424374,0.0005989177,0.00001513352,0.0000823501,0.0001777764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6074531,"threshold_uncertainty_score":0.9999559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3466918048229957,"score_gpt":0.4549594897990909,"score_spread":0.1082676849760952,"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."}}