{"id":"W2986205846","doi":"10.1007/978-3-030-21447-0_6","title":"Principles of Urethral Stricture Reconstruction and Its Instrumentation","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Instrumentation (computer programming); Urethral stricture; Medicine; Reconstructive surgery; Surgery; Computer science; Medical physics; General surgery; Engineering; Urethra","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003616731,0.0005661435,0.0003552083,0.001106013,0.0007372111,0.001469462,0.0007323592,0.001047227,0.01705539],"category_scores_gemma":[0.0003737865,0.0003098669,0.0004116334,0.0005615326,0.001896204,0.0009800526,0.0008073066,0.003057121,0.005790751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006806857,"about_ca_system_score_gemma":0.001462912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009047743,"about_ca_topic_score_gemma":0.003454618,"domain_scores_codex":[0.9998109,0.00003481324,0.00001128903,0.00002061137,0.0001047936,0.00001762826],"domain_scores_gemma":[0.999899,0.00004985156,0.000005452157,0.00001021219,0.00002277181,0.00001260161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001775908,0.0001039855,0.000206576,0.0006174886,0.000008674569,0.0004401293,0.0007737456,0.001848832,0.001346228,0.432713,0.1673496,0.394574],"study_design_scores_gemma":[0.000002749229,0.00002636524,0.0003989537,0.0003464886,0.00000361777,0.001148801,0.00007215302,0.0003061374,0.0002437567,0.05266391,0.9447758,0.00001124622],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.001462299,0.0772706,0.02994647,0.003938348,0.005153541,0.0001244813,0.0001469029,0.0001831689,0.8817743],"genre_scores_gemma":[0.01371979,0.05601747,0.02964656,0.002339838,0.00258102,0.0001632455,0.0001509111,0.0001262605,0.8952549],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01705539,"threshold_uncertainty_score":0.05705595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03577287252598331,"score_gpt":0.2530809176915997,"score_spread":0.2173080451656164,"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."}}