{"id":"W3152249773","doi":"10.3791/61984","title":"Focal Laser Ablation of Prostate Cancer: An Office Procedure","year":2021,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Cancer Institute","keywords":"Medicine; Prostate cancer; Ablation; Prostate; Laser ablation; Local anesthesia; Biopsy; Magnetic resonance imaging; Prostate biopsy; Outpatient clinic; Radiology; Ultrasound; Laser; Cancer; Surgery; Internal medicine; Optics","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":[0.0001356382,0.000133423,0.0004359978,0.0000815997,0.00003525378,0.00001781049,0.00005187812,0.00005740671,0.0002596803],"category_scores_gemma":[0.00004605443,0.0001033792,0.0001334561,0.0001756264,0.00003171337,0.0002184833,0.00002044632,0.0001070398,0.000002735741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002242632,"about_ca_system_score_gemma":0.0005685117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000300392,"about_ca_topic_score_gemma":0.000005380891,"domain_scores_codex":[0.9986426,0.00005943121,0.0005496776,0.0001542117,0.0004308817,0.0001632283],"domain_scores_gemma":[0.9985839,0.00002167845,0.000460683,0.0001457325,0.0005984821,0.0001895694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01049425,0.01205314,0.2741036,0.0007337319,0.002220615,0.001226316,0.01194528,0.0002342708,0.6567604,0.0002301419,0.006957226,0.0230411],"study_design_scores_gemma":[0.007402196,0.001704058,0.02274821,0.0006457937,0.000213879,0.0001335473,0.001106507,0.00007749975,0.9630533,0.00003898027,0.002774984,0.0001010735],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924914,0.006327399,0.00002850478,0.0004078199,0.0002535662,0.000243568,0.00001686942,0.000008557126,0.0002223285],"genre_scores_gemma":[0.9959493,0.001828452,0.001423951,0.0003312594,0.0001644249,0.0000298604,0.00002593897,0.00002323691,0.0002235945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3062929,"threshold_uncertainty_score":0.4215679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03219637771864664,"score_gpt":0.4342460961450576,"score_spread":0.402049718426411,"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."}}