{"id":"W1998597166","doi":"10.1118/1.4889695","title":"SU‐C‐16A‐03: Direction Modulated Brachytherapy for HDR Treatment of Cervical Cancer","year":2014,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; McGill University","funders":"","keywords":"Brachytherapy; Nuclear medicine; Dosimetry; Radiation treatment planning; Cervical cancer; Medicine; Radiation therapy; Materials science; Cancer; Radiology","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":[0.0003173148,0.0002120292,0.0002146563,0.0002621316,0.0001204587,0.0003248627,0.0004220019,0.0002340325,0.0008102414],"category_scores_gemma":[0.0002134782,0.0001944483,0.0002239096,0.0002986327,0.0002225523,0.0001446472,0.0001838571,0.0002164699,0.0002414864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003744729,"about_ca_system_score_gemma":0.0002930215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00189368,"about_ca_topic_score_gemma":0.002730177,"domain_scores_codex":[0.999874,0.00001529667,0.000005597137,0.00003461415,0.00005642078,0.00001412931],"domain_scores_gemma":[0.9999452,0.000008472662,0.0000177849,0.00001151174,0.00000753243,0.000009564503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009048146,0.0001142576,0.009088834,0.000294294,0.00005479117,0.0001083057,0.00008909698,0.007611169,0.9090178,0.0004727679,0.000457745,0.07178609],"study_design_scores_gemma":[0.0002778945,0.003559569,0.06020856,0.00004324157,0.0002219349,0.002839271,0.00005720955,0.05577024,0.8575422,0.000193343,0.01923464,0.0000519884],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9562768,0.005975036,0.03214077,0.0001121452,0.0000405222,0.0001150798,0.0002873733,0.0005161284,0.004536191],"genre_scores_gemma":[0.9692246,0.0006422016,0.02786643,0.0000297356,0.00001003539,0.00004079515,0.0001935328,0.0001031619,0.001889463],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.00189368,"threshold_uncertainty_score":0.003765345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238762781377235,"score_gpt":0.3101713347338739,"score_spread":0.2977837069201016,"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."}}