{"id":"W2581304576","doi":"10.1016/j.brachy.2016.12.007","title":"The utilization of magnetic resonance imaging in the operating room","year":2017,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal; Princess Margaret Cancer Centre; Université de Montréal; University of Toronto","funders":"","keywords":"Brachytherapy; Workflow; Suite; Medicine; Prostate brachytherapy; Medical physics; Magnetic resonance imaging; Imaging technology; Radiology; Computer science; Radiation therapy","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":[0.001869568,0.0005524063,0.0002425106,0.001686812,0.0005312126,0.001830483,0.0009549017,0.0008983818,0.003264964],"category_scores_gemma":[0.006176761,0.0002334466,0.0005294664,0.0009616778,0.001186746,0.001777968,0.0006618741,0.001376931,0.0009431784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007132568,"about_ca_system_score_gemma":0.001746444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001745468,"about_ca_topic_score_gemma":0.003279965,"domain_scores_codex":[0.9991419,0.000276637,0.0000949381,0.0001344016,0.0002580395,0.00009407288],"domain_scores_gemma":[0.994032,0.002840835,0.001129634,0.0005720519,0.0009921112,0.0004334347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0020886,0.0004791678,0.1243768,0.001648849,0.0002229434,0.009989502,0.001084825,0.001642433,0.1320703,0.006705889,0.0057921,0.7138985],"study_design_scores_gemma":[0.000134729,0.004749633,0.4010322,0.003747207,0.001353823,0.1482993,0.003794811,0.007670286,0.1825569,0.01006447,0.2362036,0.000393082],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.637436,0.1866866,0.07658967,0.01314282,0.002472606,0.0001427039,0.0003899335,0.0009906022,0.08214901],"genre_scores_gemma":[0.8822439,0.06034124,0.046253,0.003511165,0.002702644,0.00004629617,0.000150294,0.0002746765,0.004476856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003264964,"threshold_uncertainty_score":0.01092237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01673899812413223,"score_gpt":0.3137611539399585,"score_spread":0.2970221558158263,"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."}}