{"id":"W3163700261","doi":"10.1016/j.brachy.2021.03.019","title":"Characterization of combined intracavitary/interstitial brachytherapy including oblique needles in locally advanced cervix cancer","year":2021,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"Kræftens Bekæmpelse; Varian Medical Systems","keywords":"Medicine; Brachytherapy; Cervix; Oblique case; Characterization (materials science); Cancer; Radiology; Medical physics; Radiation therapy; Internal medicine; Optics","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":[0.0002556969,0.0001901334,0.0002700293,0.0004884122,0.0001825061,0.0005595055,0.0001808804,0.0002672142,0.001056441],"category_scores_gemma":[0.0006002783,0.0002240589,0.0002233239,0.0005554884,0.0002067313,0.0002702541,0.0001540089,0.0001765031,0.0001955331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002799338,"about_ca_system_score_gemma":0.0004325369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002367551,"about_ca_topic_score_gemma":0.002822547,"domain_scores_codex":[0.9997543,0.00003352936,0.00001390516,0.00004467183,0.0001196846,0.00003391302],"domain_scores_gemma":[0.9996861,0.00008543186,0.00008628605,0.00002529396,0.00008408306,0.00003271855],"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":[0.0006553971,0.00005216824,0.02378291,0.0001496109,0.00005708328,0.0002090141,0.0001298383,0.001596123,0.9604951,0.0001184206,0.00009039198,0.01266387],"study_design_scores_gemma":[0.0000559474,0.002196015,0.3071095,0.000059362,0.0006011701,0.002839497,0.0004924383,0.02820131,0.6505778,0.0001696997,0.007649824,0.00004737701],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991021,0.001858791,0.004609614,0.00002204953,0.000009106315,0.0000505569,0.0001576629,0.00003942929,0.002231882],"genre_scores_gemma":[0.9949142,0.0005057532,0.003492781,0.0000219021,0.000005460719,0.0000242805,0.0001462398,0.00003118626,0.0008582418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002367551,"threshold_uncertainty_score":0.004707575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0242718805664635,"score_gpt":0.3146342340541478,"score_spread":0.2903623534876843,"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."}}