{"id":"W2167723770","doi":"10.1634/theoncologist.2009-0277","title":"Review of the Clinical Studies Using the 21-Gene Assay","year":2010,"lang":"en","type":"review","venue":"The Oncologist","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Cyclophosphamide; Breast cancer; Oncology; Internal medicine; Chemotherapy; Fluorouracil; Methotrexate; Doxorubicin; Adjuvant; Cancer","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":[0.004566196,0.001061541,0.003354958,0.007811512,0.000402406,0.001999521,0.001808867,0.001328266,0.004928512],"category_scores_gemma":[0.01783109,0.0006469538,0.002374285,0.01137722,0.0007513733,0.001701827,0.0008849435,0.00117912,0.001077863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001438124,"about_ca_system_score_gemma":0.004977416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002327499,"about_ca_topic_score_gemma":0.004316866,"domain_scores_codex":[0.9964145,0.0009847949,0.00142787,0.0003328995,0.0007585893,0.00008136841],"domain_scores_gemma":[0.9802542,0.0134578,0.002767384,0.0002988661,0.002983724,0.0002380118],"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":[0.0003275147,0.00004561053,0.001296798,0.3936179,0.001661006,0.0003830838,0.0001774794,0.0002305076,0.0007309017,0.001050615,0.03460071,0.5658779],"study_design_scores_gemma":[0.000115624,0.0003747356,0.009261241,0.3716512,0.008913375,0.003163117,0.0003927538,0.000134248,0.0006456698,0.001142574,0.6041309,0.00007445165],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001184067,0.9987519,0.00007976317,0.0003898824,0.0001742183,0.0000193353,0.0001022825,0.000003831444,0.0003604757],"genre_scores_gemma":[0.001392582,0.997131,0.0003096416,0.0006851013,0.000201069,0.00003984046,0.0001251553,0.000003244224,0.0001123211],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007811512,"threshold_uncertainty_score":0.02414864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2377358967915531,"score_gpt":0.5080055087202885,"score_spread":0.2702696119287354,"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."}}