{"id":"W1017173493","doi":"10.1158/1538-7445.sabcs14-p4-11-04","title":"Abstract P4-11-04: Intrinsic subtypes and BCL2 as predictive and prognostic biomarkers in the TACT2 trial (CRUK/05/019)","year":2015,"lang":"en","type":"article","venue":"Cancer Research","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"","keywords":"Epirubicin; Capecitabine; Medicine; Internal medicine; Oncology; Tissue microarray; Predictive marker; Immunohistochemistry; Breast cancer; Cancer; Pathology; Colorectal 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":[0.001864919,0.0007739515,0.001159304,0.0001698732,0.0002044796,0.0009789277,0.0004638057,0.0006127774,0.003199127],"category_scores_gemma":[0.0009984614,0.0001947834,0.001025975,0.0002848526,0.0003406686,0.0005313377,0.0002766868,0.002020473,0.0003976442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005222689,"about_ca_system_score_gemma":0.0005467815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005549283,"about_ca_topic_score_gemma":0.001150716,"domain_scores_codex":[0.9995185,0.0003061044,0.00002217134,0.0000666355,0.00003881003,0.00004774844],"domain_scores_gemma":[0.9994455,0.000125655,0.0001316965,0.00006347059,0.00004797088,0.000185717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.9341156,0.002027491,0.01080774,0.0006227287,0.001970814,0.00007838701,0.00005026274,0.001375468,0.005280635,0.0002264064,0.003600888,0.03984348],"study_design_scores_gemma":[0.7730169,0.1338984,0.07143258,0.0001642844,0.005080528,0.0003302628,0.00006340302,0.005283056,0.003360795,0.000834573,0.006462457,0.00007268388],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882334,0.004615221,0.000640155,0.0008591202,0.0001743997,0.0006446162,0.001709925,0.00006738818,0.003055623],"genre_scores_gemma":[0.9896929,0.0009316505,0.0008645389,0.0005166929,0.0002666529,0.000898312,0.003454026,0.0000169107,0.003358292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003199127,"threshold_uncertainty_score":0.01070213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1419117079530816,"score_gpt":0.4623168846288963,"score_spread":0.3204051766758147,"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."}}