{"id":"W2399705171","doi":"10.1016/j.brachy.2016.04.138","title":"Lessons Learned in Converting from LDR to HDR Penile Brachytherapy","year":2016,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Genital Health and Disease","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Brachytherapy; Medicine; Nuclear medicine; Dose rate; Implant; Urethra; Urology; Surgery; Radiation therapy; Medical physics","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":[0.01516941,0.0003138761,0.0005998659,0.0007362387,0.00242715,0.005821585,0.002743627,0.004919631,0.01255556],"category_scores_gemma":[0.0250894,0.0002841376,0.00118835,0.000595849,0.006242687,0.005460373,0.003325921,0.01552263,0.001750295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00461176,"about_ca_system_score_gemma":0.007310183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0098944,"about_ca_topic_score_gemma":0.01898088,"domain_scores_codex":[0.9953105,0.002027403,0.0004371962,0.0006651091,0.0009144676,0.0006453145],"domain_scores_gemma":[0.9872018,0.008015363,0.0004248763,0.0007098067,0.001690921,0.00195734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0004406325,0.001357269,0.008004801,0.00262294,0.0001626055,0.006349124,0.01086169,0.002709938,0.002877889,0.08722905,0.08414608,0.793238],"study_design_scores_gemma":[0.000289373,0.001234398,0.01728734,0.007217235,0.0001546437,0.01682231,0.0328177,0.001637116,0.003513464,0.1172342,0.8014461,0.0003460608],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05193308,0.07188491,0.01469243,0.7891318,0.01281163,0.0001106772,0.0001948429,0.0002813226,0.05895924],"genre_scores_gemma":[0.6076356,0.09837195,0.03982315,0.2178634,0.01666785,0.0002405171,0.0002884573,0.0004537682,0.01865532],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01516941,"threshold_uncertainty_score":0.08022445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06062413642560358,"score_gpt":0.3724333669483744,"score_spread":0.3118092305227709,"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."}}