{"id":"W2326299732","doi":"","title":"Results of a new procedure to treat naturally occurring chylothorax in dogs","year":2012,"lang":"en","type":"article","venue":"The Atrium (University of Guelph)","topic":"Lymphatic Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chylothorax; Medicine; Computer science; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0001435574,0.00009198416,0.0002346916,0.0001164557,0.0000393948,0.000002122427,0.0001542455,0.00005254404,0.00003834397],"category_scores_gemma":[0.00005396195,0.00007147984,0.00007969757,0.0003433061,0.00004578683,0.0001190295,0.00008157778,0.00005177172,0.00002735644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006454925,"about_ca_system_score_gemma":0.00009582989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003187211,"about_ca_topic_score_gemma":0.0002433395,"domain_scores_codex":[0.9993804,0.00002036376,0.0001130129,0.000118867,0.0001744621,0.0001929043],"domain_scores_gemma":[0.9994569,0.00003745652,0.00009083928,0.0002431429,0.00004622691,0.0001254376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01740479,0.003567801,0.639109,0.00117696,0.0007628845,0.0001846165,0.1308922,0.0001007836,0.08987567,0.001965097,0.04562558,0.06933461],"study_design_scores_gemma":[0.007319233,0.0003424257,0.9839985,0.0001819054,0.0002488018,0.00001790542,0.004648264,0.00003354665,0.0006239063,0.00009457344,0.002382151,0.0001087432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904637,0.0004280957,0.00002419958,0.002316081,0.00004127064,0.0003367506,0.00001282459,0.00001453831,0.006362478],"genre_scores_gemma":[0.9955741,0.00002791058,0.0007619291,0.0000956566,0.00003023834,1.39357e-7,0.000008396731,0.000006533829,0.00349513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3448896,"threshold_uncertainty_score":0.4818131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01953094027214103,"score_gpt":0.2522793765823833,"score_spread":0.2327484363102423,"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."}}