{"id":"W3134845131","doi":"10.1016/j.urology.2021.02.023","title":"Diagnosis and Management of Kock Afferent Nipple Valve Obstruction","year":2021,"lang":"en","type":"article","venue":"Urology","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Hydronephrosis; Balloon dilation; Surgery; Nephrostomy; Upper urinary tract; Balloon; Radiology; Urinary system; Percutaneous; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007499062,0.001147534,0.001573249,0.004229089,0.001868433,0.001705617,0.001190217,0.003729131,0.001321226],"category_scores_gemma":[0.004485447,0.0007004417,0.001102198,0.001010284,0.00148949,0.0026624,0.001482632,0.004249594,0.0005740277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001357961,"about_ca_system_score_gemma":0.001771963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001180275,"about_ca_topic_score_gemma":0.001421623,"domain_scores_codex":[0.9990475,0.000112482,0.0001707097,0.0001159481,0.0002784854,0.000274957],"domain_scores_gemma":[0.9987612,0.0003775326,0.0002394297,0.0000647181,0.0001411503,0.0004159873],"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":[0.0001843842,0.0001896834,0.07984659,0.0001331323,0.00002607089,0.8924842,0.0001606485,0.0007814717,0.001700418,0.001484804,0.001708237,0.02130036],"study_design_scores_gemma":[0.00001405494,0.00009112164,0.01333563,0.0001276188,0.00001624928,0.9818655,0.0002782197,0.001096242,0.0006675674,0.00128669,0.001200386,0.0000208549],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8273526,0.06224092,0.02547145,0.03513417,0.0015957,0.0005504081,0.0005394342,0.0004264246,0.0466888],"genre_scores_gemma":[0.978265,0.007853832,0.007610155,0.00218721,0.002483568,0.00006846612,0.0002690997,0.00003039214,0.00123229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004229089,"threshold_uncertainty_score":0.009852707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01704498336080153,"score_gpt":0.2504394268923842,"score_spread":0.2333944435315827,"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."}}