{"id":"W4224003509","doi":"10.1111/eve.13643","title":"Use of barbed suture for thoracoscopic repair of diaphragmatic hernias: Three cases","year":2022,"lang":"en","type":"article","venue":"Equine Veterinary Education","topic":"Veterinary Equine Medical Research","field":"Veterinary","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Surgery; Thoracoscopy; Barbed suture; Exploratory laparotomy; Fibrous joint; Diaphragmatic breathing; Laparotomy; Diaphragm (acoustics); Hernia; Dorsum; Anatomy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009220512,0.0002998765,0.0005672761,0.0004401827,0.0002287819,0.00002182169,0.0005510702,0.00009739861,0.002109557],"category_scores_gemma":[0.001517009,0.000303992,0.0003277087,0.0006302113,0.0001816661,0.0003810002,0.0006912019,0.0003469079,0.0000102932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002500056,"about_ca_system_score_gemma":0.0006309993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004925492,"about_ca_topic_score_gemma":0.00001588956,"domain_scores_codex":[0.9967615,0.0004928381,0.0009066698,0.0005368008,0.000805627,0.000496575],"domain_scores_gemma":[0.9969342,0.001129704,0.0004346456,0.001021167,0.0002952786,0.0001850453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01156314,0.005681925,0.01670058,0.006540366,0.0004154497,0.0004589362,0.002233449,0.0002172033,0.9010577,0.0009187756,0.02647259,0.02773994],"study_design_scores_gemma":[0.005118087,0.4035107,0.1662823,0.001892287,0.0006864462,0.00926249,0.006537824,0.01652287,0.004947542,0.00369594,0.3788624,0.002681211],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951671,0.0008089996,0.0003421148,0.0004169599,0.001130527,0.001539727,0.0002965457,0.0001330552,0.0001649737],"genre_scores_gemma":[0.9903475,0.00002978398,0.006763846,0.0001311837,0.0002614241,0.001347073,0.0003060284,0.00008433803,0.0007287983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8961101,"threshold_uncertainty_score":0.9999412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2521158651854047,"score_gpt":0.4426391313856041,"score_spread":0.1905232662001994,"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."}}