{"id":"W1897603591","doi":"10.5489/cuaj.513","title":"Transperitoneal laparoscopic repair of a dorsal lumbotomy incisional hernia","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Hernia repair and management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Surgery; Dorsum; Incisional hernia; Nephrectomy; Complication; Convalescence; Laparoscopy; Hernia; General surgery; Kidney; Anatomy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001588433,0.0005282248,0.0003792177,0.0006615814,0.0007241289,0.0008080524,0.0005223894,0.0009223652,0.001887822],"category_scores_gemma":[0.001389754,0.000227367,0.0003509724,0.0003397849,0.001113791,0.0006106889,0.0007491605,0.001323113,0.0003296159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005394568,"about_ca_system_score_gemma":0.0004933406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008628519,"about_ca_topic_score_gemma":0.002093903,"domain_scores_codex":[0.9998129,0.00002100582,0.00001641853,0.00002252413,0.00004704997,0.0000800401],"domain_scores_gemma":[0.9993174,0.000133632,0.0002241514,0.00005832902,0.00002064303,0.0002458197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001264812,0.0001237735,0.0348071,0.0001351573,0.00002971725,0.9238294,0.0002903086,0.0001752511,0.01029312,0.0005643473,0.0004975433,0.02912788],"study_design_scores_gemma":[0.00001204969,0.000175186,0.01054021,0.00001805541,0.000008465695,0.9870316,0.000111177,0.0002301169,0.001237335,0.00009198592,0.0005371217,0.000006720396],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833267,0.002896968,0.006021701,0.0007672387,0.0001191444,0.00004532316,0.00005122217,0.0002278738,0.006543849],"genre_scores_gemma":[0.995461,0.0005870332,0.002332364,0.0003393191,0.0001377261,0.00000862864,0.00003291911,0.00001104955,0.001089897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001887822,"threshold_uncertainty_score":0.00631541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008840131190021652,"score_gpt":0.2267560452035024,"score_spread":0.2179159140134808,"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."}}