{"id":"W1889879569","doi":"10.14740/wjon934w","title":"FCGRs Polymorphisms and Response to Trastuzumab in Patients With HER2-Positive Breast Cancer: Far From Predictive Value?","year":2015,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trastuzumab; Medicine; Breast cancer; Genotype; Oncology; Internal medicine; Single-nucleotide polymorphism; Allele; Cancer; Gene; Genetics; Biology","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":[0.0009825618,0.0001659557,0.000616623,0.0006044373,0.0000346678,0.00001415808,0.0001528297,0.00009393936,0.0001268254],"category_scores_gemma":[0.0001985825,0.0001253932,0.00004340014,0.0005115787,0.0001956587,0.0001156318,0.00007147047,0.0006706915,0.000007835981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00293834,"about_ca_system_score_gemma":0.002618712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001423476,"about_ca_topic_score_gemma":0.00143649,"domain_scores_codex":[0.9976994,0.0005529556,0.000453621,0.0002449543,0.0006844655,0.0003646507],"domain_scores_gemma":[0.9979463,0.0003707289,0.0002289206,0.0001578078,0.000605361,0.0006908766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.14588,0.0009260027,0.7761589,0.000009043228,0.0002992411,0.001099453,0.006090302,0.000198958,0.0006207078,0.00001043277,0.006245376,0.06246154],"study_design_scores_gemma":[0.01163238,0.01371482,0.9632757,0.0004648308,0.0001024942,0.0002502718,0.0005566463,0.00002911245,0.0001992809,0.00005196755,0.009603785,0.0001186722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826279,0.000605842,0.00006952891,0.01494417,0.0002889255,0.0004747525,0.0001521791,0.000007330439,0.0008293318],"genre_scores_gemma":[0.9970461,0.00005608946,0.001129513,0.001166105,0.0002797186,0.00002014617,0.000003947523,0.00003092124,0.0002674582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1871168,"threshold_uncertainty_score":0.7683657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02091081476966107,"score_gpt":0.3397645159369563,"score_spread":0.3188537011672953,"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."}}