{"id":"W4230358652","doi":"10.5489/cuaj.138","title":"Focal magnetic resonance guided focused ultrasound for prostate cancer: Initial North American experience","year":2012,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Prostate cancer; Magnetic resonance imaging; Ablation; Prostate; Radiation therapy; Ultrasound; Radiology; Cancer; Radiation treatment planning; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007991616,0.0004086026,0.0003333312,0.0004990608,0.0008607399,0.0005108816,0.0004172338,0.0006332787,0.002068719],"category_scores_gemma":[0.001422056,0.0002041444,0.0002653213,0.0009582927,0.0006093482,0.0005246904,0.0006571625,0.0005305576,0.0006045002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008633083,"about_ca_system_score_gemma":0.001134721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008787968,"about_ca_topic_score_gemma":0.02848267,"domain_scores_codex":[0.9993632,0.0002901543,0.00004903139,0.00007691418,0.0001121394,0.0001085637],"domain_scores_gemma":[0.9993679,0.0001624086,0.00005533932,0.00003952819,0.0001002932,0.0002745394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00282511,0.00986887,0.2747057,0.001004181,0.0003232948,0.04705278,0.01753826,0.001864442,0.01318387,0.002175836,0.03643603,0.5930215],"study_design_scores_gemma":[0.001246283,0.01785393,0.5787672,0.0009310092,0.0004929533,0.2109253,0.0108142,0.001990288,0.005243989,0.001766863,0.1696651,0.0003029829],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9371166,0.03243735,0.002838788,0.004069459,0.0001379527,0.0002190015,0.000229653,0.00007635185,0.0228748],"genre_scores_gemma":[0.9615774,0.02861799,0.002537879,0.003173847,0.0003779793,0.0001112033,0.0002780761,0.00004842691,0.003277271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008787968,"threshold_uncertainty_score":0.01747364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02431127206226991,"score_gpt":0.2886906618847793,"score_spread":0.2643793898225094,"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."}}