{"id":"W3013076638","doi":"10.5206/uwomj.v88i2.7217","title":"To clamp or not to clamp?","year":2020,"lang":"en","type":"article","venue":"University of Western Ontario Medical Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Western University","funders":"","keywords":"Medicine; Surgery; Neurovascular bundle; Prostatectomy; Clamp; Occlusion; Hemostasis; Vascular occlusion; Tourniquet; Constriction; Anesthesia; Prostate cancer; Clamping; Cancer; Internal medicine","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":[0.0008749407,0.0002316462,0.0002605581,0.0003684019,0.0002606239,0.0006578982,0.0004896517,0.0005101828,0.01199313],"category_scores_gemma":[0.005878897,0.00008816527,0.0002280446,0.0003867722,0.0006481261,0.0007008674,0.0003768606,0.0005574594,0.00183856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002678648,"about_ca_system_score_gemma":0.0003487633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005581487,"about_ca_topic_score_gemma":0.0008439807,"domain_scores_codex":[0.9993922,0.0001456367,0.00009264839,0.0001367155,0.0001420745,0.00009060617],"domain_scores_gemma":[0.9978539,0.0007439567,0.001000474,0.00005445514,0.0001668525,0.0001802649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001475752,0.0002430345,0.5814877,0.001462341,0.0001595548,0.004032359,0.0007790665,0.000243229,0.001882553,0.001403778,0.02733228,0.3794984],"study_design_scores_gemma":[0.0002174267,0.00444146,0.7006774,0.005163203,0.0006483726,0.1112555,0.009640522,0.002060172,0.008158935,0.006664396,0.150892,0.0001806146],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9083009,0.03303792,0.009998043,0.01413518,0.002571166,0.0001945847,0.001527934,0.0002642501,0.02997004],"genre_scores_gemma":[0.9687774,0.01342999,0.003891521,0.005341636,0.001724854,0.00009125815,0.0008188895,0.00003996908,0.005884492],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01199313,"threshold_uncertainty_score":0.04012108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03830973827455052,"score_gpt":0.2718980919941088,"score_spread":0.2335883537195583,"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."}}