{"id":"W2990308428","doi":"10.1111/vsu.13360","title":"Outcome after surgical and conservative treatments of canine peritoneopericardial diaphragmatic hernia: A multi‐institutional study of 128 dogs","year":2019,"lang":"en","type":"article","venue":"Veterinary Surgery","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Veterinary Medical Association","funders":"","keywords":"Medicine; Perioperative; Demographics; Medical record; Surgery; Retrospective cohort study; Hernia; Diaphragmatic hernia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005619678,0.0002067278,0.0003347777,0.0006366428,0.0003588724,0.000415068,0.0002433031,0.0003744437,0.0007022925],"category_scores_gemma":[0.001697895,0.0002764598,0.000320931,0.000502234,0.0004649254,0.0005179617,0.0004781302,0.0003433705,0.0001446577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004313775,"about_ca_system_score_gemma":0.0002779398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001578281,"about_ca_topic_score_gemma":0.002649927,"domain_scores_codex":[0.9994978,0.000118197,0.00006704533,0.000108035,0.000116059,0.00009283968],"domain_scores_gemma":[0.9984692,0.0002384909,0.0008331417,0.00008772386,0.0001326564,0.0002387062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00011602,0.00007065777,0.9984596,0.000006592799,0.00001951015,0.0001946415,0.0000912081,0.00002315759,0.0002122169,0.000003760051,0.0000435938,0.0007591103],"study_design_scores_gemma":[0.00001366515,0.0004794097,0.9980573,0.000005164085,0.00001230596,0.0008399608,0.0003282374,0.00006218117,0.00008670832,0.000005845111,0.0001057676,0.000003444918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997461,0.00005478668,0.0000264345,0.000007305496,0.000001387072,0.000006891664,0.0001003971,8.905349e-7,0.00005572129],"genre_scores_gemma":[0.9995229,0.00005258913,0.00004336331,0.00001174983,0.000004469505,0.00001052698,0.0003153753,7.017854e-7,0.00003828799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001578281,"threshold_uncertainty_score":0.003138185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08513150534160857,"score_gpt":0.3704222328605137,"score_spread":0.2852907275189051,"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."}}