{"id":"W1985010411","doi":"10.1016/j.urolonc.2011.03.015","title":"Commentary on “Focal laser ablation for prostate cancer followed by radical prostatectomy: Validation of focal therapy and imaging accuracy”. Lindner U, Lawrentschuk N, Weersink RA, Davidson SR, Raz O, Hlasny E, Langer DL, Gertner MR, Van der Kwast T, Haider MA, Trachtenberg J, Surgical Oncology, Urology Division, University Health Network, University of Toronto, Toronto, Canada","year":2011,"lang":"en","type":"article","venue":"Urologic Oncology Seminars and Original Investigations","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Prostatectomy; Medicine; Ablation; Prostate cancer; Laser ablation; Ablation Therapy; Urology; Laser therapy; Prostate; Cancer; Laser; Internal medicine; Optics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009691386,0.001514959,0.002686528,0.001464999,0.003761309,0.00238193,0.006022246,0.0522298,0.005392295],"category_scores_gemma":[0.06918736,0.001572782,0.002823371,0.001739583,0.003725276,0.003669448,0.001639709,0.053517,0.005739853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007299746,"about_ca_system_score_gemma":0.009192456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02877149,"about_ca_topic_score_gemma":0.03407038,"domain_scores_codex":[0.9910722,0.002604657,0.001524536,0.00119717,0.002972408,0.0006289831],"domain_scores_gemma":[0.9448839,0.03657253,0.002137023,0.0009078347,0.01313866,0.00236016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007995998,0.000007278026,0.0001191356,0.0001554208,0.00002105174,0.0001467751,0.00006357748,0.00003904706,0.0001022154,0.0005007453,0.9962844,0.002480485],"study_design_scores_gemma":[0.0002788504,0.0001076585,0.002311497,0.002093278,0.0001930286,0.001067635,0.0003928232,0.0003525406,0.0007289195,0.004064092,0.9882596,0.0001500857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002887062,0.003394959,0.0001423693,0.9105833,0.08410022,0.00003218011,0.0003655329,0.00003448282,0.001058237],"genre_scores_gemma":[0.001616496,0.001503387,0.0001644271,0.9365845,0.05837721,0.00005827369,0.00008871969,0.00002338335,0.001583658],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0522298,"threshold_uncertainty_score":0.05720806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02471603799863597,"score_gpt":0.2892951774303185,"score_spread":0.2645791394316825,"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."}}