{"id":"W2062724290","doi":"10.1002/cncr.23085","title":"Neoadjuvant therapy followed by prostatectomy for clinically localized prostate cancer","year":2007,"lang":"en","type":"review","venue":"Cancer","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Prostatectomy; Prostate cancer; Urology; Prostate; Neoadjuvant therapy; Cancer; Oncology; Internal medicine; Breast cancer","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005162954,0.001082469,0.003935529,0.0001870419,0.0001477405,0.00007341515,0.0002764063,0.0006221749,0.0005191625],"category_scores_gemma":[0.00006335563,0.0007248312,0.001505157,0.0005062817,0.0001951653,0.0000836072,0.00006000448,0.0005986879,0.00004057829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001551441,"about_ca_system_score_gemma":0.002911633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002790201,"about_ca_topic_score_gemma":0.00004991145,"domain_scores_codex":[0.9952695,0.00008903622,0.001698744,0.00134423,0.0004959415,0.001102517],"domain_scores_gemma":[0.9969131,0.0004089006,0.0009383644,0.000780028,0.0004213571,0.0005382858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001027922,0.0003930629,0.0003315782,0.01059297,0.001542769,0.00005691714,0.00008889871,6.448655e-7,0.000004134258,0.000006983269,0.107733,0.8782211],"study_design_scores_gemma":[0.009047868,0.001331761,0.00001048925,0.02343816,0.002429639,0.00001265178,0.000009869436,0.000004277677,0.0001227461,0.0000194658,0.9628329,0.0007401389],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005113659,0.979686,0.00007463247,0.0006528843,0.001421863,0.01400272,0.00362439,0.000174286,0.0003121373],"genre_scores_gemma":[0.000008683424,0.9573375,0.0003844042,0.001918172,0.0008049179,0.03162087,0.001214983,0.0003357586,0.00637471],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8774809,"threshold_uncertainty_score":0.9995203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1015835552713415,"score_gpt":0.4595249613251203,"score_spread":0.3579414060537787,"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."}}