{"id":"W4246985476","doi":"10.1007/174_2010_106","title":"Gynaecological Malignancies","year":2010,"lang":"en","type":"book-chapter","venue":"Medical radiology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Malignancy; Radiation therapy; Dilemma; Disease; Surgery; Intensive care medicine; 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":[0.0002161486,0.0006050391,0.0003823579,0.001275124,0.0006764908,0.001107272,0.0005317336,0.0007591962,0.133215],"category_scores_gemma":[0.0007908937,0.0002530777,0.0002825969,0.0009386118,0.0004405889,0.0009212501,0.001186926,0.001688487,0.06380121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006305877,"about_ca_system_score_gemma":0.00130392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001699098,"about_ca_topic_score_gemma":0.007069122,"domain_scores_codex":[0.9998596,0.00002362914,0.000006654452,0.00002072983,0.00006824329,0.00002107066],"domain_scores_gemma":[0.9998537,0.00004804905,0.000008848058,0.00001603879,0.00004211386,0.00003132055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001015575,0.0000422387,0.0001664604,0.0002809129,0.00000353574,0.0002124472,0.0001702225,0.000165817,0.0004364836,0.02052967,0.652663,0.3253191],"study_design_scores_gemma":[0.000001378678,0.000004260742,0.0001272721,0.00009795314,0.000001285971,0.0003062141,0.00001820176,0.00001377173,0.00003264643,0.000960805,0.998435,0.000001222887],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004313449,0.02772732,0.0009197603,0.001835215,0.003427615,0.00005354933,0.0001651581,0.000132426,0.9653077],"genre_scores_gemma":[0.002067321,0.01954892,0.0009363933,0.002039828,0.001276484,0.00003480825,0.0002082586,0.00005393126,0.973834],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.133215,"threshold_uncertainty_score":0.4456486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0263810437237564,"score_gpt":0.2870623318810937,"score_spread":0.2606812881573373,"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."}}