{"id":"W2810391223","doi":"10.1016/j.brachy.2018.04.231","title":"From CT-guided to MR-guided Intracavitary Brachytherapy for Cervical Cancer: What do the Key Stakeholders Have to Say about the Transition?","year":2018,"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":"Brachytherapy; Medicine; Cervical cancer; Magnetic resonance imaging; Medical physics; Key (lock); Radiology; Cancer; Radiation therapy; 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":[0.04787961,0.0004694719,0.001074807,0.001050422,0.004713481,0.01562591,0.002929608,0.01189536,0.01750505],"category_scores_gemma":[0.1008333,0.0006520026,0.001220997,0.001154531,0.007805908,0.02004147,0.008188964,0.02065822,0.002204969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007278,"about_ca_system_score_gemma":0.0399335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00938646,"about_ca_topic_score_gemma":0.01969898,"domain_scores_codex":[0.9674702,0.0180942,0.002280966,0.001644573,0.004934342,0.005575793],"domain_scores_gemma":[0.9158337,0.04687493,0.005218718,0.00101616,0.01179981,0.0192567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001232508,0.00103844,0.02792441,0.007459844,0.0003397591,0.002841731,0.0321632,0.001335439,0.002226632,0.08506808,0.2456272,0.5927429],"study_design_scores_gemma":[0.0003112854,0.001364023,0.02841427,0.02620403,0.0003774878,0.003014169,0.186073,0.001437669,0.002040671,0.1140672,0.6359971,0.0006989945],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007333847,0.01929369,0.001212647,0.9618521,0.003460909,0.00004792143,0.00009167434,0.00003123936,0.00667612],"genre_scores_gemma":[0.4561085,0.08043714,0.006941378,0.4441463,0.007336893,0.0003841563,0.0002962684,0.0001527954,0.004196489],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04787961,"threshold_uncertainty_score":0.2532146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0787713945254554,"score_gpt":0.3558311196783686,"score_spread":0.2770597251529132,"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."}}