{"id":"W4247111734","doi":"10.1136/bmj.c4545","title":"Human brucellosis","year":2010,"lang":"es","type":"article","venue":"BMJ","topic":"Brucella: diagnosis, epidemiology, treatment","field":"Veterinary","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Brucellosis; Computer science; World Wide Web; Data science; Medicine; Virology","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":[0.00117433,0.000564155,0.0007882708,0.0001651411,0.0003542236,0.0001068022,0.0005836691,0.0007928993,0.005714302],"category_scores_gemma":[0.0005364456,0.0005460231,0.0004371724,0.0001753803,0.000367882,0.0001173749,0.0003572547,0.0009005898,0.009516092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001174689,"about_ca_system_score_gemma":0.00007878699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001421817,"about_ca_topic_score_gemma":0.0002661644,"domain_scores_codex":[0.996453,0.0005179496,0.0009863033,0.0009073551,0.000270998,0.0008643451],"domain_scores_gemma":[0.9967351,0.0006927386,0.0004674024,0.001668223,0.00009559079,0.0003409675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00008944047,0.001422946,0.3236465,0.000192313,0.0005900154,0.0008302908,0.000319057,0.00000499845,0.0719585,0.01298058,0.5805315,0.007433845],"study_design_scores_gemma":[0.001268512,0.001063692,0.5985483,0.0001555286,0.0003360606,0.0003149814,0.00007358327,0.00007370555,0.004497639,0.001344027,0.391513,0.0008110146],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9315773,0.0007130567,0.000004174476,0.01699093,0.002720725,0.001028168,0.0001018411,0.0002419637,0.0466218],"genre_scores_gemma":[0.9885911,0.0001660046,0.002680398,0.001559102,0.002436022,0.0003573305,0.00005364822,0.0001194312,0.004036903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2749017,"threshold_uncertainty_score":0.9996991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0828634074514984,"score_gpt":0.401926413801086,"score_spread":0.3190630063495876,"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."}}