{"id":"W4403873541","doi":"10.3390/cancers16213648","title":"The Association Between Lymphovascular or Perineural Invasion in Radical Prostatectomy Specimen and Biochemical Recurrence","year":2024,"lang":"en","type":"article","venue":"Cancers","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Prostatectomy; Perineural invasion; Lymphovascular invasion; Biochemical recurrence; Medicine; Urology; Internal medicine; Prostate cancer; Cancer; Metastasis","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":[0.001729876,0.000245805,0.0002125961,0.0006678266,0.0001820874,0.0005369101,0.0004603858,0.0002215059,0.001879408],"category_scores_gemma":[0.005370094,0.0001452048,0.0004293891,0.0006216996,0.000307178,0.0003805368,0.0005700263,0.0004166414,0.0002150775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002249987,"about_ca_system_score_gemma":0.0003562704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001165488,"about_ca_topic_score_gemma":0.002373631,"domain_scores_codex":[0.9989907,0.00031353,0.0001428685,0.0001581454,0.0002746683,0.0001200731],"domain_scores_gemma":[0.9964201,0.0009877336,0.001894281,0.0001893702,0.0002919372,0.0002166014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009851882,0.000009556337,0.9981171,0.0000218991,0.00005873129,0.00004046163,0.0000121004,0.00004369396,0.0002152339,0.000008283834,0.00003185097,0.001342493],"study_design_scores_gemma":[0.000004301976,0.0001045923,0.9983693,0.000009593071,0.000043582,0.0006325808,0.00005992028,0.000282223,0.0003410774,0.00001410944,0.0001353487,0.000003524395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978029,0.0009582972,0.0004711046,0.00004859471,0.0000103215,0.000009344958,0.0003116815,0.000009642858,0.0003780704],"genre_scores_gemma":[0.9995134,0.00008032662,0.0001315754,0.000009047299,0.00000868029,0.000004101162,0.0001524244,0.00000135579,0.00009901614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001879408,"threshold_uncertainty_score":0.009148538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02095205700676823,"score_gpt":0.2889617255721106,"score_spread":0.2680096685653424,"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."}}