{"id":"W2171670688","doi":"10.1186/bcr2427","title":"Tailored targeted therapy for all: a realistic and worthwhile objective against","year":2009,"lang":"en","type":"article","venue":"Breast Cancer Research","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Tamoxifen; Endocrine system; Breast cancer; Oncology; Metastatic breast cancer; Diethylstilbestrol; Cancer; Internal medicine; Adjuvant; Surgical oncology; Adjuvant therapy; Ovarian cancer; Targeted therapy; Hormone","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001848582,0.0004169366,0.000492259,0.000223321,0.0004623014,0.001090314,0.0004304957,0.002006339,0.002855038],"category_scores_gemma":[0.001378881,0.0001067166,0.0002695138,0.0001336089,0.001040837,0.001364583,0.0009881764,0.002568795,0.0007820845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007384233,"about_ca_system_score_gemma":0.001012277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001909888,"about_ca_topic_score_gemma":0.0007139485,"domain_scores_codex":[0.9996099,0.0001341486,0.00002476826,0.00006253596,0.0001084032,0.00006026081],"domain_scores_gemma":[0.9993491,0.0002322007,0.00008172822,0.00006551303,0.0001091896,0.0001622956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001079328,0.0008163176,0.007178531,0.001164621,0.0002725044,0.001530932,0.0003866377,0.005333201,0.03010868,0.1657783,0.108853,0.677498],"study_design_scores_gemma":[0.000627181,0.002342499,0.007850461,0.0008165652,0.0003530773,0.00528986,0.0009325575,0.003540656,0.009502855,0.2225511,0.7461204,0.00007279972],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.09445899,0.1249247,0.04910138,0.6521732,0.01234254,0.0002378862,0.0004222833,0.0003620008,0.06597704],"genre_scores_gemma":[0.6435143,0.05883144,0.03765203,0.2041977,0.02145601,0.0002026763,0.0003824642,0.00009176174,0.03367166],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.002855038,"threshold_uncertainty_score":0.009776354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0992520777201737,"score_gpt":0.4547878069890771,"score_spread":0.3555357292689034,"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."}}