{"id":"W4409679472","doi":"10.1245/s10434-025-17352-3","title":"Local Tumor Destruction Versus Partial Penectomy for T1a Squamous Cell Carcinoma of the Penis","year":2025,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Genital Health and Disease","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Penectomy; Medicine; Penis; Surgical oncology; Basal cell; Penile cancer; Carcinoma; General surgery; Surgery; Pathology","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":[0.0004937775,0.0003777396,0.0009942135,0.0003554944,0.0002949374,0.0005459962,0.0003420002,0.0003535328,0.005701262],"category_scores_gemma":[0.0008155109,0.0001627876,0.000889292,0.0002045235,0.0008051352,0.0006087779,0.000412313,0.0008787375,0.0003528982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003026783,"about_ca_system_score_gemma":0.0003519872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000633404,"about_ca_topic_score_gemma":0.002121701,"domain_scores_codex":[0.9997658,0.00007586929,0.00001496797,0.00003936696,0.00003325753,0.00007074413],"domain_scores_gemma":[0.9995127,0.0002730839,0.00005165369,0.00003711796,0.000008316368,0.0001170674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4532545,0.009606919,0.01755969,0.002976106,0.002253226,0.001834957,0.0005423069,0.01934045,0.07015281,0.001488275,0.001267537,0.4197231],"study_design_scores_gemma":[0.03138752,0.6916596,0.2077759,0.0005602829,0.004150142,0.007255494,0.001355226,0.009949216,0.03777438,0.002514731,0.005483525,0.000134002],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885275,0.007063659,0.000502279,0.0002810536,0.0001223216,0.00006696458,0.00009634637,0.00003513406,0.003304713],"genre_scores_gemma":[0.9968686,0.001801513,0.0001203073,0.00008632724,0.0001153924,0.00002105695,0.00006289299,0.000006788162,0.0009171989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005701262,"threshold_uncertainty_score":0.01907265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05924960605259747,"score_gpt":0.3802602773563948,"score_spread":0.3210106713037973,"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."}}