{"id":"W2733852557","doi":"10.7759/cureus.1432","title":"Complete Remission in Locally Advanced Breast Cancer: What Comprehensive Multi-Modality Treatment Has to Offer in Sub-Saharan Africa","year":2017,"lang":"en","type":"article","venue":"Cureus","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"University of Ottawa","keywords":"Medicine; Modalities; Breast cancer; Treatment modality; Disease; Modality (human–computer interaction); Radiation therapy; Intensive care medicine; Cancer; Family medicine; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001107266,0.0002280209,0.0005555745,0.0003818661,0.0005652981,0.001083124,0.000366205,0.0007583748,0.002558631],"category_scores_gemma":[0.003993401,0.0001128838,0.0002648384,0.0004317858,0.000575833,0.001537528,0.0005611757,0.001060747,0.0002875079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008937329,"about_ca_system_score_gemma":0.001487176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002134436,"about_ca_topic_score_gemma":0.005800107,"domain_scores_codex":[0.999456,0.0002576459,0.00005208908,0.00003244615,0.00006822421,0.0001336173],"domain_scores_gemma":[0.9987898,0.0005694607,0.0002358576,0.00004481845,0.0001338319,0.0002262072],"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":[0.001032478,0.0003506202,0.0897202,0.00360292,0.0003123193,0.01460863,0.002411867,0.001439777,0.006100715,0.009440263,0.02216957,0.8488107],"study_design_scores_gemma":[0.0002891098,0.001972585,0.3492058,0.0212617,0.000979161,0.07024295,0.02939024,0.001491052,0.00335725,0.03029526,0.4913257,0.0001893186],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2552351,0.5144266,0.002991887,0.2027704,0.00127668,0.00007781533,0.0002465421,0.00005840613,0.02291652],"genre_scores_gemma":[0.8340328,0.1524386,0.002042243,0.008118039,0.001720477,0.00005637516,0.0001341233,0.00002402197,0.001433324],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002558631,"threshold_uncertainty_score":0.008559406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06128754806694769,"score_gpt":0.3238897616901326,"score_spread":0.2626022136231849,"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."}}