{"id":"W2612557208","doi":"10.1007/s10549-017-4273-x","title":"Impact of serum HER2, TIMP-1, and CAIX on outcome for HER2+ metastatic breast cancer patients: CCTG MA.31 (lapatinib vs. trastuzumab)","year":2017,"lang":"en","type":"article","venue":"Breast Cancer Research and Treatment","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency; Queen's University","funders":"Canadian Cancer Society Research Institute; GlaxoSmithKline; Pfizer","keywords":"Lapatinib; Trastuzumab; Medicine; Oncology; Breast cancer; Internal medicine; Cancer; Metastatic breast cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006663393,0.0003284374,0.001084,0.0001972168,0.0001809173,0.0006046535,0.0004550506,0.0006527524,0.002963832],"category_scores_gemma":[0.001652394,0.00011378,0.001223737,0.0002197836,0.0002759687,0.0005674766,0.0003289582,0.001243946,0.0003117747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009355454,"about_ca_system_score_gemma":0.00105429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003552332,"about_ca_topic_score_gemma":0.008396465,"domain_scores_codex":[0.9996542,0.0001016283,0.00002304312,0.00004950543,0.00003774553,0.0001339603],"domain_scores_gemma":[0.9991958,0.000219507,0.0001276413,0.00003575724,0.00002790234,0.0003934719],"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":[0.650287,0.002719874,0.1553307,0.0003340801,0.002767554,0.0003292137,0.0001559029,0.003837513,0.007306354,0.0005255154,0.007726481,0.1686797],"study_design_scores_gemma":[0.02993445,0.1361019,0.8096738,0.0003269598,0.006417003,0.0007691232,0.0004053037,0.007092272,0.002793846,0.001347891,0.005021137,0.0001162335],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919305,0.005220754,0.00004705443,0.0009216479,0.0001055257,0.00001649198,0.0002661474,0.00001494234,0.001476917],"genre_scores_gemma":[0.9981554,0.0005572059,0.00003767442,0.0002256083,0.0001160705,0.000012744,0.000373812,0.000003289108,0.0005181619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003552332,"threshold_uncertainty_score":0.009915054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1308213075324408,"score_gpt":0.4903887589190334,"score_spread":0.3595674513865926,"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."}}