{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000474116,0.00048367,0.001192547,0.00117835,0.0001636509,0.0004345239,0.0004589175,0.0003931112,0.002594657],"category_scores_gemma":[0.0009184775,0.0001584826,0.0006172886,0.001554935,0.0002715528,0.000527917,0.0002251766,0.0006427363,0.0007452062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000443597,"about_ca_system_score_gemma":0.0009295032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008126531,"about_ca_topic_score_gemma":0.002895868,"domain_scores_codex":[0.9997682,0.00007783253,0.00004843875,0.0000372246,0.00005759161,0.00001085359],"domain_scores_gemma":[0.9996133,0.0002355917,0.00008254556,0.000009196103,0.00004693312,0.00001242487],"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":[0.0002460645,0.000093172,0.0008022933,0.05893357,0.0003093156,0.0004847057,0.00005238197,0.000200932,0.00134304,0.0006273867,0.009681017,0.9272261],"study_design_scores_gemma":[0.0002496848,0.001325236,0.01811067,0.05875301,0.002648479,0.02551941,0.0003096184,0.0002305615,0.002878118,0.001252925,0.8886703,0.00005189829],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002375382,0.9992024,0.00002735713,0.00004788408,0.00006046653,0.000004888756,0.000007185554,0.000001334465,0.0004109615],"genre_scores_gemma":[0.001762707,0.9978008,0.00007790512,0.0001074131,0.0000488361,0.000007262314,0.00001394373,5.389043e-7,0.0001805974],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002594657,"threshold_uncertainty_score":0.008679986,"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."}}