{"id":"W2528082876","doi":"10.1016/j.ijrobp.2016.06.1438","title":"A Canadian Experience: Current State and Challenges of Magnetic Resonance--Guided Cervical Cancer Brachytherapy in Ontario","year":2016,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Windsor Regional Hospital; Cancer Care Ontario; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Brachytherapy; Cervical cancer; Magnetic resonance imaging; Medical physics; Radiation therapy; Cancer; Radiology; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002124968,0.0002961315,0.0002898567,0.0008501893,0.0082538,0.002758516,0.001481325,0.0009489065,0.007313349],"category_scores_gemma":[0.00623847,0.0004310684,0.0003914907,0.003634194,0.001954542,0.0007719325,0.001801967,0.001434157,0.0003788983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09303861,"about_ca_system_score_gemma":0.1956713,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9915364,"about_ca_topic_score_gemma":0.9983089,"domain_scores_codex":[0.9973835,0.0002695499,0.0001303167,0.0001941208,0.001359767,0.0006627094],"domain_scores_gemma":[0.9914224,0.000772215,0.0009318738,0.0001524149,0.004221439,0.002499722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001276273,0.0006660387,0.5057597,0.001734463,0.0002421163,0.01031066,0.08791868,0.002741109,0.007893576,0.01280483,0.0881416,0.2805109],"study_design_scores_gemma":[0.0001181267,0.0004517193,0.5529272,0.0008019553,0.0001856892,0.00601962,0.07786939,0.001651342,0.001643677,0.001059631,0.3569387,0.0003328451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8145704,0.0118243,0.001912686,0.07762758,0.0007429284,0.000285426,0.002357128,0.0000987847,0.09058075],"genre_scores_gemma":[0.9690115,0.01034995,0.002276554,0.004225126,0.0001411844,0.00004031958,0.0004260939,0.0001239663,0.01340531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09303861,"threshold_uncertainty_score":0.6750455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.049235825319399,"score_gpt":0.3568451036163629,"score_spread":0.3076092782969639,"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."}}