{"id":"W2027353086","doi":"10.1016/j.mpdhp.2011.06.011","title":"Benign mimickers and potential precursors of prostatic adenocarcinoma","year":2011,"lang":"en","type":"article","venue":"Diagnostic histopathology","topic":"Urologic and reproductive health conditions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Malakoplakia; Pathology; Medicine; Hyperplasia; Choledochal cysts; Adenocarcinoma; Prostatitis; Biopsy; Pathological; Mesonephric duct; Prostate; Cancer; Cyst; Internal medicine","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":[0.0004458066,0.0006084377,0.0004257316,0.002146286,0.0009736106,0.001621961,0.0007466041,0.001348048,0.004786491],"category_scores_gemma":[0.005652927,0.0006844355,0.0002828176,0.001023217,0.0009922046,0.001518724,0.001253999,0.0009371856,0.0014475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003674426,"about_ca_system_score_gemma":0.0003436944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005317238,"about_ca_topic_score_gemma":0.0008406723,"domain_scores_codex":[0.9993064,0.0001632847,0.00006146369,0.00007618601,0.0002035005,0.0001891093],"domain_scores_gemma":[0.9983576,0.0006147415,0.0003141937,0.0001732221,0.0001396679,0.0004004818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.001026996,0.0001206706,0.237112,0.0002443416,0.00003537005,0.709879,0.0006548598,0.0005317485,0.01598212,0.005028666,0.001026518,0.02835777],"study_design_scores_gemma":[0.00001925919,0.000112911,0.05039126,0.00002972295,0.00002696274,0.9412628,0.000442653,0.0007022163,0.002754076,0.002292559,0.001949118,0.00001639446],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609368,0.008485522,0.002194028,0.0006576985,0.0001049953,0.00005040278,0.000161392,0.0001158563,0.02729331],"genre_scores_gemma":[0.9968382,0.001007287,0.0009133056,0.00007506881,0.0001992761,0.000007113363,0.00005646236,0.000012565,0.0008906854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004786491,"threshold_uncertainty_score":0.01601243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02395412838416035,"score_gpt":0.2418090539161108,"score_spread":0.2178549255319505,"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."}}