{"id":"W2800232614","doi":"10.54846/jshap/1029","title":"Management of ear hematomas in pigs","year":2018,"lang":"en","type":"article","venue":"Journal of Swine Health and Production","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Hematoma; Medicine; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0006008532,0.00004257548,0.0001457563,0.0001890296,0.00006732323,0.000003149482,0.00003111445,0.00003407056,0.0001056644],"category_scores_gemma":[0.00002547301,0.00003404162,0.00002552032,0.0001615743,0.00008220084,0.00007061049,0.00001761493,0.0001216724,0.00001268971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002600634,"about_ca_system_score_gemma":0.00008486505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006002275,"about_ca_topic_score_gemma":0.00000710871,"domain_scores_codex":[0.9993722,0.00007964933,0.0003168936,0.00007636974,0.00002679499,0.000128061],"domain_scores_gemma":[0.999593,0.000007842954,0.0001691504,0.00006898807,0.000126241,0.00003478628],"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":[0.005620826,0.002724484,0.05885598,0.004707437,0.0006734314,0.00004607275,0.004186529,0.00002003462,0.3797226,0.005421518,0.08762893,0.4503922],"study_design_scores_gemma":[0.01498063,0.01637052,0.3073984,0.004443934,0.0001634354,0.00659437,0.007652508,0.00001487176,0.2433788,0.006657708,0.3915989,0.0007459328],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987983,0.007835126,0.00006607871,0.003169677,0.0005846462,0.0001354433,0.000001667134,0.000003567209,0.0002208188],"genre_scores_gemma":[0.9966121,0.00270749,0.0001605559,0.00004732435,0.0001182606,0.000001023604,0.000002320954,0.000003064935,0.0003478962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4496462,"threshold_uncertainty_score":0.1388177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02128728685898231,"score_gpt":0.3307805823254228,"score_spread":0.3094932954664406,"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."}}