{"id":"W2396181567","doi":"10.1158/1538-7445.sabcs15-p3-07-16","title":"Abstract P3-07-16: Comparing surrogates of oncotype Dx recurrence scores in invasive ductal carcinoma: How complicated does it have to be?","year":2016,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Surrogate endpoint; Internal medicine; Breast cancer; Oncology; Urology; Nuclear medicine; Gastroenterology; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01144563,0.0006712269,0.0008010937,0.0005870347,0.0002429093,0.001357548,0.0008096734,0.0007341971,0.002504785],"category_scores_gemma":[0.02066568,0.0002005172,0.001042171,0.0009684293,0.0005558511,0.00102746,0.001087681,0.0008116142,0.0007706907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006672108,"about_ca_system_score_gemma":0.0005528643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001840821,"about_ca_topic_score_gemma":0.002142235,"domain_scores_codex":[0.9961476,0.002539814,0.0002819024,0.0002480758,0.0006716853,0.0001108763],"domain_scores_gemma":[0.984712,0.009124304,0.002470676,0.00128631,0.001705833,0.0007008325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01948468,0.0002378838,0.9110359,0.0003090468,0.001100415,0.00008329526,0.0002044497,0.002283372,0.0009435733,0.0002835753,0.002276725,0.06175699],"study_design_scores_gemma":[0.001205201,0.01834721,0.9429458,0.0002013055,0.001023863,0.0009414527,0.0008003718,0.02507106,0.003552834,0.001307931,0.004466434,0.000136604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9904682,0.001982304,0.003538993,0.0004182472,0.0001495484,0.0001989073,0.001368818,0.00005232198,0.001822572],"genre_scores_gemma":[0.9950577,0.0002337419,0.002790741,0.00009807897,0.00006139604,0.00009967709,0.001192457,0.00001778176,0.0004484332],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01144563,"threshold_uncertainty_score":0.06053096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1122404266494029,"score_gpt":0.3842488679794669,"score_spread":0.2720084413300641,"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."}}