{"id":"W2416781268","doi":"10.1002/14651858.ed000040","title":"Improving Outcomes in Gynaecological Cancer: The Benefits of Subspecialisation","year":2012,"lang":"en","type":"letter","venue":"Cochrane Database of Systematic Reviews","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cancer; Endometrial cancer; Colorectal cancer; Cervical cancer; Radiation therapy; Population; Breast cancer; Ovarian cancer; Gynecology; Malignancy; Cervix; Oncology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002632255,0.0003070216,0.0003713368,0.0009920818,0.001001569,0.002499899,0.0008357327,0.001788965,0.03321793],"category_scores_gemma":[0.02727677,0.0001542645,0.0006342134,0.001144673,0.001007251,0.002596412,0.003525348,0.003843088,0.003724928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001809479,"about_ca_system_score_gemma":0.002707115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004467965,"about_ca_topic_score_gemma":0.009615958,"domain_scores_codex":[0.9984238,0.0007608,0.00009340866,0.0001115759,0.0004125902,0.0001977484],"domain_scores_gemma":[0.9902819,0.003589595,0.001129484,0.0003045109,0.001188196,0.003506315],"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":[0.0001194877,0.000121255,0.006258645,0.001391443,0.00006417506,0.0001713097,0.0002918444,0.0001563803,0.00005378826,0.003223085,0.3615019,0.6266467],"study_design_scores_gemma":[0.0003956265,0.0009887707,0.11359,0.01840274,0.0002407741,0.002789974,0.003556568,0.00041647,0.0003185018,0.03802541,0.8211387,0.000136522],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.01276139,0.2449234,0.0006657903,0.6568879,0.007694924,0.00006052087,0.0006424685,0.0001740826,0.07618964],"genre_scores_gemma":[0.2461312,0.5826412,0.003891037,0.113483,0.0357962,0.000181636,0.001017316,0.0003162532,0.01654205],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03321793,"threshold_uncertainty_score":0.1111251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1238396939798467,"score_gpt":0.3625418910027227,"score_spread":0.238702197022876,"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."}}