{"id":"W2042291027","doi":"10.1002/tre.254","title":"Treatment modalities for localised prostate cancer","year":2012,"lang":"en","type":"article","venue":"Trends in Urology & Men s Health","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Prostate cancer; Modalities; Treatment modality; Medicine; Prostate; Cancer; Disease; Medical physics; Intensive care medicine; Surgery; Pathology; Internal medicine; Sociology","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":[0.0003606528,0.0003048632,0.0006417429,0.001124264,0.0008198297,0.0006833467,0.0005200181,0.0008078064,0.02628114],"category_scores_gemma":[0.001372906,0.0001173818,0.001033942,0.0006021934,0.0005331755,0.0008014934,0.0006970349,0.0016606,0.003994186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00059911,"about_ca_system_score_gemma":0.0004128132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005160305,"about_ca_topic_score_gemma":0.001414918,"domain_scores_codex":[0.9997857,0.00005919219,0.00002403049,0.00002712783,0.00006559624,0.00003834765],"domain_scores_gemma":[0.9995672,0.0001784975,0.00009002948,0.00003277496,0.00004887513,0.00008260434],"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":[0.0006423598,0.0004272466,0.008384318,0.006116139,0.0002728673,0.03517154,0.0004797281,0.002199691,0.009335699,0.01055542,0.1216961,0.8047189],"study_design_scores_gemma":[0.0004069712,0.001910923,0.02412542,0.005090082,0.0003644745,0.2409657,0.0006976538,0.00166603,0.012627,0.01784339,0.6941515,0.0001508943],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06691239,0.6017026,0.02889753,0.05956013,0.01267926,0.0005504622,0.0009652125,0.00076152,0.2279709],"genre_scores_gemma":[0.7527867,0.1608308,0.01367804,0.0191383,0.008729958,0.0004019565,0.0007612731,0.000163006,0.04351],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02628114,"threshold_uncertainty_score":0.08791918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05573920767208249,"score_gpt":0.3950915173132047,"score_spread":0.3393523096411222,"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."}}