{"id":"W2143899711","doi":"10.5858/2008-132-1313-hmtsir","title":"How much tissue sampling is required when unsuspected minimal prostate carcinoma is identified on transurethral resection?","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; Rockyview General Hospital; University of Calgary","funders":"","keywords":"Prostate; Medicine; Prostate cancer; Sampling (signal processing); Carcinoma; Prostatectomy; Context (archaeology); Stage (stratigraphy); Grading (engineering); Cancer; Resection; Transurethral resection of the prostate; Urology; Surgery; Pathology; Internal medicine; Biology; Computer science","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":[0.003547897,0.0006220571,0.0005954261,0.001133905,0.000446668,0.00169823,0.001250113,0.0009971086,0.003123614],"category_scores_gemma":[0.01575099,0.0003213091,0.00080217,0.0008882542,0.0009961288,0.001132839,0.0008441037,0.0005085092,0.0005861023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001964907,"about_ca_system_score_gemma":0.001530368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003666026,"about_ca_topic_score_gemma":0.007367266,"domain_scores_codex":[0.9957746,0.002068033,0.0003777884,0.0003319457,0.001054956,0.0003926978],"domain_scores_gemma":[0.9876971,0.005555737,0.004354012,0.0003836016,0.0009637405,0.001045833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002709794,0.0003519958,0.7442566,0.0009593923,0.0004488779,0.00398996,0.0003188821,0.006210157,0.01769392,0.0006830636,0.004988174,0.2173892],"study_design_scores_gemma":[0.00009011546,0.002742745,0.9468984,0.0006342498,0.0005279272,0.02185598,0.001592527,0.009877606,0.008122931,0.0008470559,0.006725248,0.00008520576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767601,0.006729672,0.006375422,0.005021063,0.0001951232,0.0001644596,0.0004255345,0.0001150058,0.004213599],"genre_scores_gemma":[0.990271,0.001733821,0.006615176,0.0006602142,0.0001868205,0.00005148341,0.0002238569,0.00002764932,0.0002299144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003666026,"threshold_uncertainty_score":0.01876324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07953017073341392,"score_gpt":0.2814697950301125,"score_spread":0.2019396242966986,"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."}}