{"id":"W3104220556","doi":"10.29289/259453942019v29s1cp03","title":"AXILLARY SURGICAL APPROACH IN METASTATIC BREAST CANCER PATIENTS: A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2019,"lang":"en","type":"review","venue":"Mastology","topic":"Cancer Treatment and Pharmacology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Research Foundation","funders":"","keywords":"Breast cancer; Meta-analysis; Medicine; Metastatic breast cancer; Oncology; Cancer; 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":[0.003457032,0.001715418,0.009475025,0.002795097,0.0004101135,0.001808953,0.001494577,0.001730764,0.004562212],"category_scores_gemma":[0.009599769,0.001101866,0.02053912,0.00431144,0.0005287648,0.001287104,0.001329037,0.001595974,0.0003484444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001188011,"about_ca_system_score_gemma":0.001720084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005536869,"about_ca_topic_score_gemma":0.02547889,"domain_scores_codex":[0.9975197,0.00082956,0.0008283852,0.0003969229,0.0002813221,0.0001440769],"domain_scores_gemma":[0.9950415,0.003177077,0.001229421,0.0001652997,0.0002944251,0.00009216768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002586994,0.00005491984,0.008800514,0.434733,0.5328658,0.0001701583,0.0001312258,0.0004137508,0.0003685528,0.0001316463,0.001127636,0.01861576],"study_design_scores_gemma":[0.0007590249,0.0002170556,0.007573269,0.02091768,0.9674557,0.000135534,0.00008066405,0.0001062022,0.00007377414,0.0001586127,0.002488654,0.00003389885],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004395981,0.9946944,0.000179075,0.00008987315,0.00007834729,0.00005837955,0.0003384285,0.00001025655,0.0001553546],"genre_scores_gemma":[0.1605769,0.8358437,0.001165263,0.00112127,0.0001894151,0.0001878483,0.0005017362,0.00001966883,0.0003941156],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009475025,"threshold_uncertainty_score":0.01828277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1241649128715529,"score_gpt":0.4138942868391872,"score_spread":0.2897293739676343,"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."}}