{"id":"W2008668367","doi":"10.1089/end.2009.0440","title":"Focal Laser Ablation for Localized Prostate Cancer","year":2010,"lang":"en","type":"review","venue":"Journal of Endourology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Prostate cancer; Kidney cancer; Lumpectomy; Nephrectomy; Cancer; Ablation; Prostate; Surgery; Intensive care medicine; Breast cancer; Radiology; Internal medicine; Mastectomy; Kidney","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":[],"consensus_categories":[],"category_scores_codex":[0.0003316848,0.0002884561,0.002051583,0.0002374659,0.00003940433,0.00001406599,0.00010237,0.0003965496,0.0001742744],"category_scores_gemma":[0.0001397928,0.000180744,0.0007975961,0.0001017047,0.00006632834,0.00005391278,0.00002071162,0.0006984308,0.000009172107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002051042,"about_ca_system_score_gemma":0.001027181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008209806,"about_ca_topic_score_gemma":0.00002102647,"domain_scores_codex":[0.998324,0.0000782443,0.0009138886,0.0002090223,0.0001781716,0.0002966517],"domain_scores_gemma":[0.9977205,0.0003375451,0.00122139,0.0001833911,0.0003472373,0.00018993],"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":[0.0005113134,0.0001886031,0.0001613623,0.003218002,0.0007143297,0.0002013043,0.00002537388,0.000004190021,0.000002409795,0.00004979631,0.006369685,0.9885536],"study_design_scores_gemma":[0.003480797,0.002113504,0.00002445888,0.002792744,0.0041546,0.001031424,0.000002124505,0.000006322761,0.00003002684,0.0001465154,0.986093,0.0001245229],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001393943,0.9957306,0.0001128605,0.001063473,0.001431463,0.001296103,0.0001146628,0.000008972078,0.0001024767],"genre_scores_gemma":[0.00006598412,0.9966648,0.0008274796,0.0003984164,0.001279596,0.0003496394,0.00006308328,0.00005789012,0.0002931349],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9884291,"threshold_uncertainty_score":0.7370527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04866323253520206,"score_gpt":0.3884163094461788,"score_spread":0.3397530769109767,"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."}}