{"id":"W2020370485","doi":"10.1016/j.brachy.2010.02.074","title":"Feasibility and Practicalities of MR-Guided Pulsed-Dose-Rate Brachytherapy Implementation for Cervix Cancer","year":2010,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Contouring; Medicine; Brachytherapy; Cervix; Radiation treatment planning; Nuclear medicine; Radiology; Radiation therapy; Cancer; Medical physics; Cervical cancer; Radiation oncologist; Internal medicine","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":[0.002289585,0.0002995495,0.0002653628,0.0003667603,0.0003770864,0.000681741,0.0008652874,0.0006577621,0.003131034],"category_scores_gemma":[0.005915085,0.0004999557,0.0003101172,0.0002871452,0.0003317059,0.0007231192,0.0004043519,0.0005418577,0.0004678571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003311952,"about_ca_system_score_gemma":0.001023516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002143088,"about_ca_topic_score_gemma":0.001759954,"domain_scores_codex":[0.9987335,0.0006580058,0.00009870421,0.0001694408,0.0002178629,0.000122564],"domain_scores_gemma":[0.9986573,0.0007282408,0.000152325,0.0001916322,0.0002075861,0.00006272975],"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":[0.008874222,0.001246284,0.04306082,0.001185175,0.0001098346,0.001718851,0.002012862,0.01107404,0.4830264,0.002099423,0.001481348,0.4441108],"study_design_scores_gemma":[0.001911632,0.02570361,0.226867,0.0004872355,0.001536218,0.01711205,0.003501751,0.1235158,0.557494,0.001708596,0.03966165,0.0005004834],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8637815,0.00209205,0.1233946,0.0009638089,0.0001292413,0.0004662443,0.0001235932,0.0009109695,0.008137988],"genre_scores_gemma":[0.9396932,0.0004232042,0.05834528,0.0001130495,0.00004048586,0.0001138728,0.00004178126,0.00009606899,0.001133246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003131034,"threshold_uncertainty_score":0.01210856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08295126046997199,"score_gpt":0.4299296362769798,"score_spread":0.3469783758070079,"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."}}