{"id":"W2981438888","doi":"10.2460/ajvr.80.11.1050","title":"Determination of optimal location for thoracoscopic-assisted pulmonary surgery for lung lobectomy in cats","year":2019,"lang":"en","type":"article","venue":"American Journal of Veterinary Research","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; Lung; Retractor; Pneumonectomy; Intercostal space; Surgery; Cardiothoracic surgery; Internal medicine","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":[0.004779006,0.0001589513,0.0008695495,0.001548391,0.00006904049,0.00001826248,0.0003012571,0.0001030449,0.00004376969],"category_scores_gemma":[0.0010078,0.0001464783,0.0002309273,0.001121111,0.0004409093,0.000292455,0.0001032763,0.0005247922,0.000004699532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004819469,"about_ca_system_score_gemma":0.001198556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004550498,"about_ca_topic_score_gemma":0.000002518335,"domain_scores_codex":[0.9968507,0.0005963019,0.0008785023,0.0003016458,0.0007596138,0.0006132851],"domain_scores_gemma":[0.9939598,0.00301185,0.0004758322,0.0003445988,0.002010872,0.0001970649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.04531403,0.001777133,0.1712146,0.003224824,0.0001710714,0.001049966,0.0005620299,0.00007800394,0.4462673,0.00001699777,0.0005856642,0.3297384],"study_design_scores_gemma":[0.008216317,0.1397542,0.7553915,0.003819272,0.0001485918,0.02418728,0.004956393,0.05235657,0.006603712,0.00008787158,0.003868527,0.0006096789],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919636,0.0003435772,0.004938871,0.0009119097,0.0001658225,0.00154052,0.00001150287,0.000007276219,0.0001169576],"genre_scores_gemma":[0.9732431,0.0001072787,0.0259571,0.00002607136,0.0001533667,0.0001499934,0.00002154598,0.00004445647,0.0002971133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.584177,"threshold_uncertainty_score":0.5973213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1404561996272666,"score_gpt":0.4826378982137284,"score_spread":0.3421816985864617,"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."}}