{"id":"W4394205690","doi":"10.6084/m9.figshare.15015750","title":"Equine-TB-EALE-24","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Diagnosis and treatment of tuberculosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Business; Computer science","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":[0.00002892668,0.0003587827,0.0005370754,0.0001772902,0.0001084951,0.00005048426,0.0002889484,0.0002315077,0.9879627],"category_scores_gemma":[0.0005427365,0.0003136763,0.0003412532,0.0001931773,0.000004923281,0.00004960513,0.0003909511,0.0005362164,0.01395343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00018278,"about_ca_system_score_gemma":0.0001635606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000062454,"about_ca_topic_score_gemma":0.00002479307,"domain_scores_codex":[0.9983212,0.00003032701,0.0002532279,0.0004874025,0.0005773283,0.0003304837],"domain_scores_gemma":[0.9985758,0.0001449189,0.0001525105,0.0008618343,0.00006146875,0.0002034859],"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":[0.0000179124,0.0004978654,0.00001533705,0.0009310434,0.0002683983,0.000934827,0.000002937809,5.223077e-7,2.337063e-7,3.004557e-7,0.9967818,0.0005487962],"study_design_scores_gemma":[0.0006694376,0.000578599,0.0002309519,0.002018998,0.0004127603,0.00007149519,0.000005867013,8.05478e-7,0.00001226982,0.000002139545,0.9957287,0.0002680227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000002620421,0.001776257,7.416649e-10,0.0007563344,0.0002780887,0.0005423717,0.9943212,0.00007853891,0.002244607],"genre_scores_gemma":[0.000004240046,0.0001654638,0.000007190753,0.002359036,0.0004356321,0.001546746,0.9930694,0.00004668339,0.002365587],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9740092,"threshold_uncertainty_score":0.9999315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06518438851002781,"score_gpt":0.3184998429595247,"score_spread":0.2533154544494969,"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."}}