{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004948485,0.000212988,0.0004126343,0.0002085828,0.0001465191,0.0002858044,0.000137626,0.0002391778,0.00212487],"category_scores_gemma":[0.0004767049,0.00009386281,0.0003001867,0.0002218716,0.0001464543,0.0002405291,0.0001592769,0.0005919769,0.0002700264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004720838,"about_ca_system_score_gemma":0.0005395686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008142568,"about_ca_topic_score_gemma":0.007002044,"domain_scores_codex":[0.999854,0.00006361212,0.00001501905,0.00001630266,0.00002041469,0.00003067355],"domain_scores_gemma":[0.99986,0.00003288408,0.00002408399,0.000014337,0.000009628308,0.00005896929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1086565,0.007877277,0.03872009,0.001836749,0.000638344,0.001149841,0.0002253896,0.004323,0.06269465,0.001051629,0.00867011,0.7641564],"study_design_scores_gemma":[0.04962179,0.2611784,0.380286,0.001894471,0.003114582,0.008979401,0.000499821,0.01160774,0.05899317,0.00417713,0.2195254,0.000122012],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9252282,0.05620264,0.0009514464,0.001930552,0.0005448456,0.0004045344,0.0006428306,0.0000644235,0.01403052],"genre_scores_gemma":[0.9846435,0.009328436,0.001212798,0.0006208151,0.0001665311,0.0002635489,0.0009248686,0.000008309651,0.002831198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00212487,"threshold_uncertainty_score":0.00710839,"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."}}