{"id":"W2009502101","doi":"10.1016/j.brachy.2012.03.001","title":"Defining a magnetic resonance scan sequence for permanent seed prostate brachytherapy postimplant assessment","year":2012,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Brachytherapy; Prostate brachytherapy; Medicine; Magnetic resonance imaging; Quality assurance; Prostate cancer; Sequence (biology); Prostate; Nuclear medicine; Radiology; Medical physics; Radiation therapy; Cancer; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001816373,0.0006139989,0.0002994624,0.001101823,0.0003618135,0.0006532939,0.0006574797,0.001559256,0.001724045],"category_scores_gemma":[0.005095238,0.0003118876,0.0002475735,0.0003773018,0.0004855805,0.0008023136,0.0003808137,0.0008815831,0.001587265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000249653,"about_ca_system_score_gemma":0.001428342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000550203,"about_ca_topic_score_gemma":0.001596896,"domain_scores_codex":[0.9995347,0.0001827237,0.0000879042,0.00005486763,0.0001077944,0.00003195043],"domain_scores_gemma":[0.9982261,0.0003661363,0.0002329129,0.0001658235,0.00086219,0.0001469197],"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":[0.0009810742,0.0003865522,0.01665453,0.001157344,0.00004133613,0.003714454,0.000639561,0.004455789,0.6289822,0.003321354,0.003970881,0.3356949],"study_design_scores_gemma":[0.0006609919,0.005535487,0.06213152,0.001156307,0.0003698072,0.08344444,0.0005883379,0.05213559,0.6928875,0.004286076,0.09652275,0.000281136],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1638294,0.003971198,0.8163647,0.001763616,0.0003538086,0.001185743,0.0001653849,0.001790845,0.01057527],"genre_scores_gemma":[0.2656157,0.001237836,0.7288054,0.0008981004,0.0001879899,0.000642098,0.0002202273,0.0003936714,0.001998897],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001816373,"threshold_uncertainty_score":0.009606063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02492835806085983,"score_gpt":0.3307790754654162,"score_spread":0.3058507174045564,"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."}}