{"id":"W74876819","doi":"10.1007/978-3-642-25005-7_17","title":"What Is the Contribution of Brachytherapy in Tailoring Local Therapy?","year":2012,"lang":"en","type":"book-chapter","venue":"","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Brachytherapy; Medical physics; Medicine; Intensive care medicine; Psychotherapist; Psychology; Radiation therapy; Radiology","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":[0.00116561,0.0004140879,0.0006867092,0.0005097115,0.000271964,0.001914723,0.0007375389,0.001074488,0.007486563],"category_scores_gemma":[0.001664367,0.0002442128,0.0003705104,0.0005592917,0.001179325,0.001809804,0.000550871,0.002603604,0.002977427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001025061,"about_ca_system_score_gemma":0.0009583494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001911707,"about_ca_topic_score_gemma":0.003867658,"domain_scores_codex":[0.9997877,0.00007648023,0.000006463888,0.00002599944,0.00008757004,0.00001571791],"domain_scores_gemma":[0.9993163,0.0005272257,0.00002729265,0.00002901001,0.00006917006,0.00003094662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007412824,0.00005911011,0.000437747,0.001620552,0.00004178726,0.0002519746,0.0003744888,0.003415157,0.00331648,0.1209576,0.09049256,0.7789584],"study_design_scores_gemma":[0.000009852852,0.00007299996,0.0006702166,0.001169536,0.00003542776,0.001374306,0.0001627459,0.001308428,0.001732411,0.05222948,0.9411954,0.00003919618],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002590568,0.684339,0.03735323,0.03257678,0.007607175,0.0000438085,0.0002137924,0.0002472087,0.2350284],"genre_scores_gemma":[0.03210334,0.7040815,0.03130541,0.01692465,0.00572804,0.0001050882,0.0001585128,0.0003871008,0.2092063],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007486563,"threshold_uncertainty_score":0.02504504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03413959536962542,"score_gpt":0.2939983782580901,"score_spread":0.2598587828884646,"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."}}