{"id":"W4391051747","doi":"10.1111/bju.16270","title":"Candid choices: optimising patient selection in prostate cancer focal therapy","year":2024,"lang":"en","type":"letter","venue":"British Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Prostate cancer; Medicine; Prostate; High-intensity focused ultrasound; Medical physics; Radiology; Cancer; Ultrasound; Internal medicine","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":[0.01483032,0.0006337829,0.0008433601,0.0009440086,0.001314793,0.003725979,0.00182461,0.001635997,0.01815129],"category_scores_gemma":[0.06456528,0.0003665244,0.0008858821,0.0008329751,0.000746767,0.003083694,0.003749522,0.002516142,0.003600235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001233423,"about_ca_system_score_gemma":0.002803697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006612728,"about_ca_topic_score_gemma":0.001432931,"domain_scores_codex":[0.9838494,0.01293369,0.0005104598,0.0007944316,0.001488962,0.0004231372],"domain_scores_gemma":[0.9746186,0.0200029,0.001618667,0.0008778695,0.0008888184,0.001993274],"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":[0.002659158,0.00135121,0.05273878,0.0008067961,0.0002729443,0.0009609481,0.00289922,0.0198511,0.001257883,0.009469712,0.0399914,0.8677409],"study_design_scores_gemma":[0.003237118,0.01109415,0.09497432,0.005043405,0.001390592,0.009641202,0.01390185,0.238983,0.01226877,0.2916235,0.316816,0.001026088],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.3254252,0.01913312,0.5047972,0.073799,0.001955904,0.003703491,0.001941943,0.003042016,0.06620206],"genre_scores_gemma":[0.7750769,0.003684398,0.2087654,0.005581466,0.0008081878,0.001459563,0.0007708481,0.0004137965,0.003439575],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01815129,"threshold_uncertainty_score":0.07843119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01563752300695642,"score_gpt":0.2768252006336546,"score_spread":0.2611876776266981,"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."}}