{"id":"W1978986213","doi":"10.5539/cco.v2n1p17","title":"Improved Survival of HER2-Positive Metastatic Breast Cancer in Routine Care","year":2012,"lang":"en","type":"article","venue":"Cancer and Clinical Oncology","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lapatinib; Trastuzumab; Metastatic breast cancer; Breast cancer; Oncology; Internal medicine; Radiation therapy; Metastasis; Chemotherapy; Cancer; Hormonal therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001068183,0.0001526957,0.0009569018,0.0000745068,0.00002712252,0.000003881925,0.0001016389,0.000211454,0.000826945],"category_scores_gemma":[0.000230066,0.0001214816,0.0001256187,0.0002380447,0.000448114,0.00006200029,0.0001023028,0.000620729,0.000005420168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005868401,"about_ca_system_score_gemma":0.001325593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004778496,"about_ca_topic_score_gemma":0.004894008,"domain_scores_codex":[0.9978991,0.0003400553,0.0007186375,0.000314181,0.0002160228,0.0005120615],"domain_scores_gemma":[0.9981877,0.0007524412,0.0001629235,0.0002112249,0.0002817182,0.000404047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001265591,0.0005141977,0.7370019,0.0002266457,0.0001784502,0.0000208228,0.0007906456,0.00000151346,0.000329949,0.00007399053,0.0002336849,0.2593626],"study_design_scores_gemma":[0.005915382,0.001516495,0.9846398,0.0002261829,0.0002840954,0.00002648669,0.001463896,0.0001098928,0.0003634969,0.00001667742,0.005291069,0.0001465283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756229,0.01237083,0.00002253807,0.005548931,0.001322806,0.0007018116,0.0003784895,0.00001736091,0.00401433],"genre_scores_gemma":[0.9931902,0.004675855,0.0001513793,0.0007703883,0.0007329456,0.0001397356,0.00001222652,0.00002497559,0.0003023368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2592161,"threshold_uncertainty_score":0.9054468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1109557052305212,"score_gpt":0.5247413960935513,"score_spread":0.4137856908630301,"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."}}