{"id":"W2792681611","doi":"10.1158/1538-7445.sabcs17-pd3-03","title":"Abstract PD3-03: Circulating tumor DNA in HER2 amplified breast cancer: A translational research substudy of the NeoALTTO phase 3 trial","year":2018,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Lapatinib; Internal medicine; Oncology; Breast cancer; Trastuzumab; Digital polymerase chain reaction; Mastectomy; Circulating tumor DNA; Cancer; Polymerase chain reaction; Biology; Gene","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":[0.002242456,0.0004905475,0.0009101224,0.0001590001,0.0002583136,0.0008182715,0.0004761862,0.0005380969,0.002182883],"category_scores_gemma":[0.001421802,0.0001847178,0.0008410733,0.0003224107,0.0005147941,0.0005659933,0.0003954466,0.001236308,0.0004421936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005231043,"about_ca_system_score_gemma":0.0007168753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003810514,"about_ca_topic_score_gemma":0.001509683,"domain_scores_codex":[0.9993573,0.0003987491,0.00003491675,0.00009483747,0.00006672421,0.00004753181],"domain_scores_gemma":[0.9990219,0.0002475769,0.0003098893,0.0001297222,0.00007894911,0.0002119413],"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":[0.8118763,0.006073629,0.08037949,0.001138827,0.003256662,0.000169358,0.0001554127,0.001537515,0.017629,0.0003821084,0.007905073,0.06949659],"study_design_scores_gemma":[0.5270398,0.1543371,0.2768511,0.0002363037,0.006070125,0.00100839,0.0002104824,0.005372254,0.01032028,0.00208935,0.01634426,0.0001204612],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890726,0.002722245,0.0005565457,0.0007031371,0.00008470028,0.0007272366,0.003243424,0.00006137121,0.002828675],"genre_scores_gemma":[0.9894749,0.0008041991,0.0009898145,0.001156877,0.0001742089,0.001340529,0.004556932,0.00002021675,0.001482295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002242456,"threshold_uncertainty_score":0.01185942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1100644516344011,"score_gpt":0.4492504263510685,"score_spread":0.3391859747166674,"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."}}