{"id":"W4409377355","doi":"10.5376/ijmvr.2024.14.0010","title":"Benefits and Challenges of Laparoscopic Surgery in Veterinary Medicine","year":2024,"lang":"en","type":"article","venue":"International Journal of Molecular Veterinary Research","topic":"Veterinary Medicine and Surgery","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Laparoscopic surgery; General surgery; Veterinary medicine; Laparoscopy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004516424,0.0002298362,0.0006548443,0.002466947,0.00003388434,0.00004538865,0.0005588003,0.0001384443,0.0001963214],"category_scores_gemma":[0.0007267239,0.0001951329,0.000186891,0.0004350251,0.0003914127,0.0004008214,0.0003774773,0.0007205476,0.00001230914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001251506,"about_ca_system_score_gemma":0.0002138811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006944843,"about_ca_topic_score_gemma":0.000001484627,"domain_scores_codex":[0.9957694,0.0007901582,0.001110302,0.0003620641,0.001563227,0.0004048923],"domain_scores_gemma":[0.9969925,0.001766233,0.0001765366,0.0002721047,0.0006142848,0.0001783408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"case_report","study_design_scores_codex":[0.005109491,0.0004200637,0.001585108,0.001566892,0.0006602451,0.2104167,0.002537063,0.00002624915,0.5498887,0.003245743,0.001588069,0.2229557],"study_design_scores_gemma":[0.008221632,0.08042645,0.1702112,0.06064928,0.0001931363,0.457816,0.007796558,0.0014369,0.007550898,0.008937133,0.194702,0.002058849],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9029999,0.08868685,0.00002673091,0.005567923,0.001480375,0.0001159913,0.000011402,0.00001746953,0.001093384],"genre_scores_gemma":[0.970733,0.02849593,0.0001541189,0.00006088225,0.0004635299,0.00001279626,0.000006041599,0.00004397262,0.00002974549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5423378,"threshold_uncertainty_score":0.7957288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3464206381539339,"score_gpt":0.4622249984491794,"score_spread":0.1158043602952454,"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."}}