{"id":"W2103725500","doi":"10.1159/000119747","title":"Adjuvant and Neoadjuvant Therapy with Lapatinib in ErbB2-Overexpressing Breast Cancer","year":2008,"lang":"en","type":"article","venue":"Breast Care","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lapatinib; Adjuvant; Oncology; Breast cancer; Neoadjuvant therapy; Internal medicine; Trastuzumab; Adjuvant therapy; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009340767,0.0002353962,0.0004121733,0.0001434598,0.0001208057,0.00002750463,0.0001140362,0.0001050691,0.0004065961],"category_scores_gemma":[0.000009862482,0.000172136,0.00004518016,0.0003113711,0.0002332656,0.0001181575,0.00006038223,0.0003967132,0.00001140386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002793091,"about_ca_system_score_gemma":0.0006676194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00404615,"about_ca_topic_score_gemma":0.000751084,"domain_scores_codex":[0.9981821,0.0000653735,0.0002237526,0.0004505898,0.0005832964,0.0004948481],"domain_scores_gemma":[0.9990072,0.00003900666,0.00005824461,0.0003698974,0.0002634363,0.0002622114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00141241,0.0001025134,0.7105249,0.000193353,0.00003803903,0.0006933826,0.004559614,0.00001871687,0.003466276,0.00000828459,0.0008205638,0.278162],"study_design_scores_gemma":[0.005268686,0.0002417097,0.9815567,0.001422612,0.00001475115,0.005118982,0.001496124,0.0000855889,0.0007908407,0.000004230978,0.003749919,0.0002498997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868816,0.007620763,0.00000688745,0.001717835,0.00006735459,0.0005720399,0.0003492179,0.00006458275,0.002719784],"genre_scores_gemma":[0.9971745,0.001345629,0.000274598,0.0004577684,0.000274092,0.0001238361,0.00003395125,0.00006295347,0.0002526476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2779121,"threshold_uncertainty_score":0.7019501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03020763555862431,"score_gpt":0.3192066949188377,"score_spread":0.2889990593602134,"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."}}