{"id":"W2009258470","doi":"10.3747/co.22.2320","title":"Optimal Systemic Therapy for Early Breast Cancer in Women: A Clinical Practice Guideline","year":2015,"lang":"en","type":"article","venue":"Current Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Durham; Ottawa Hospital; Kingston General Hospital; McMaster University; Cancer Care Ontario; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Guideline; Breast cancer; Systemic therapy; Hormonal therapy; Clinical trial; Disease; Cancer; Oncology; Systematic review; MEDLINE; Adjuvant therapy; Internal medicine; Targeted therapy; Intensive care medicine; Family medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009064273,0.000184128,0.000359652,0.00004126179,0.00003494334,0.00001018791,0.0001706415,0.0001820101,0.0000112736],"category_scores_gemma":[0.0002718161,0.0001571114,0.00008716337,0.000085104,0.0001043705,0.000008045226,0.0001009852,0.0001329292,0.000008924408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003362533,"about_ca_system_score_gemma":0.0006196727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000694978,"about_ca_topic_score_gemma":0.00004635563,"domain_scores_codex":[0.9983108,0.0002336436,0.0005246447,0.0004441999,0.0001094064,0.0003772861],"domain_scores_gemma":[0.9988282,0.00009190643,0.0002159544,0.0002369626,0.0004805753,0.0001463454],"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":[0.01854498,0.003563244,0.1728335,0.00005615893,0.0007201672,0.00002162764,0.001901805,0.0004088656,0.001095517,0.00007526057,0.1127318,0.6880471],"study_design_scores_gemma":[0.01099271,0.001750646,0.02282178,0.00004137548,0.00004687084,0.0001556202,0.001127199,0.00008170548,0.0001011241,0.00003034807,0.9625856,0.0002649819],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663042,0.02348313,0.001056859,0.005088171,0.002796099,0.0007616758,0.0002411142,0.00002200391,0.0002467751],"genre_scores_gemma":[0.9861843,0.005953086,0.002459711,0.001297137,0.002311134,0.001620116,0.00008035105,0.00003820726,0.00005595032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8498538,"threshold_uncertainty_score":0.6406818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1032921032659557,"score_gpt":0.4739642645955497,"score_spread":0.370672161329594,"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."}}