{"id":"W2096546310","doi":"10.1016/j.brachy.2009.09.008","title":"Time course of prostatic edema post permanent seed implant determined by magnetic resonance imaging","year":2010,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Cancer Foundation; University of Alberta","funders":"Alberta Cancer Foundation","keywords":"Medicine; Edema; Magnetic resonance imaging; Prostate; Nuclear medicine; Contouring; Prostate cancer; Implant; Population; Flip angle; Cancer; Radiology; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001190601,0.0002226082,0.0003808138,0.00005667188,0.00005630358,0.00001738297,0.0000881085,0.00005165626,0.0003230897],"category_scores_gemma":[0.00001884415,0.0001712188,0.00008884518,0.0001286693,0.000136981,0.0000750315,0.00001773088,0.0001507437,0.00004679442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004116446,"about_ca_system_score_gemma":0.0001498656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006818125,"about_ca_topic_score_gemma":0.00002157688,"domain_scores_codex":[0.9988056,0.0000261969,0.000322885,0.0003092928,0.0002156526,0.0003203472],"domain_scores_gemma":[0.9990754,0.00007739975,0.0001295608,0.0003951591,0.0001670686,0.0001554226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007237266,0.001355691,0.09173229,0.0001121118,0.00005988167,0.0002559605,0.001014547,4.142077e-7,0.6247329,0.00003330377,0.009467263,0.270512],"study_design_scores_gemma":[0.0110188,0.003477381,0.7807956,0.0004021521,0.0002150548,0.001194066,0.0001327572,0.001281498,0.1301223,0.00008567321,0.07074881,0.0005259193],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857404,0.009259813,0.00000327137,0.003300524,0.0001839185,0.0008854349,0.0003050398,0.00005481866,0.0002667587],"genre_scores_gemma":[0.9958593,0.0007542705,0.0004791904,0.001600169,0.00009261318,0.0001480596,0.0002069947,0.00004889133,0.0008105504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6890633,"threshold_uncertainty_score":0.69821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004720270194182328,"score_gpt":0.2535710625995931,"score_spread":0.2488507924054108,"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."}}