{"id":"W2124681976","doi":"10.1016/j.brachy.2012.05.001","title":"Implications of CT imaging for postplan quality assessment in prostate brachytherapy","year":2012,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Prostate; Nuclear medicine; Brachytherapy; Dosimetry; Prostate cancer; Prostate brachytherapy; Radiology; Radiation therapy; Cancer","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":[0.006163819,0.0004012463,0.0003822958,0.001428414,0.0004912318,0.002919612,0.0009682803,0.001058539,0.003064516],"category_scores_gemma":[0.07274972,0.0004207124,0.0005223779,0.001034332,0.001041068,0.001345829,0.0006235749,0.001414995,0.0003541552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001431988,"about_ca_system_score_gemma":0.001643972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.011216,"about_ca_topic_score_gemma":0.01136117,"domain_scores_codex":[0.9960858,0.002067888,0.0004058326,0.000130929,0.001188353,0.0001211225],"domain_scores_gemma":[0.9598544,0.02742044,0.00393662,0.001474516,0.006475826,0.0008382176],"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":[0.003456564,0.0003421659,0.4123227,0.001523241,0.0003371857,0.003304479,0.0009614192,0.03284919,0.01871597,0.007944689,0.01237523,0.5058672],"study_design_scores_gemma":[0.0003729476,0.003686995,0.724834,0.002517086,0.001446664,0.02412164,0.002291751,0.1343816,0.04366421,0.0180741,0.04420218,0.0004067802],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5873677,0.1249953,0.1574859,0.04556977,0.002922695,0.0005338491,0.00144479,0.001089133,0.07859085],"genre_scores_gemma":[0.959953,0.005753746,0.03146218,0.001095606,0.0004544963,0.00004369282,0.0001049026,0.0002157707,0.0009165294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.011216,"threshold_uncertainty_score":0.03259778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05012018224101726,"score_gpt":0.4032784142721338,"score_spread":0.3531582320311165,"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."}}