{"id":"W755048376","doi":"10.1158/1538-7445.sabcs14-p4-01-01","title":"Abstract P4-01-01: Circulating tumor cell (CTC) enumeration and HER2 assessment as predictors of breast cancer outcomes in the ALTTO (BIG 2-06, Alliance N063D) Trial","year":2015,"lang":"en","type":"article","venue":"Cancer Research","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Lapatinib; Trastuzumab; Breast cancer; Internal medicine; Oncology; Circulating tumor cell; Metastatic breast cancer; Cancer; Clinical endpoint; Stage (stratigraphy); Clinical trial; Metastasis","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":[0.002783183,0.001018515,0.001267786,0.0001817015,0.0002486235,0.00122531,0.0007108177,0.001150476,0.006045519],"category_scores_gemma":[0.002638715,0.0002892985,0.001321353,0.0003080578,0.0005944315,0.001004391,0.0005407672,0.002952845,0.0007588548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004909727,"about_ca_system_score_gemma":0.0006816075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005811631,"about_ca_topic_score_gemma":0.000877442,"domain_scores_codex":[0.9988745,0.0008217648,0.00003876679,0.0001379141,0.00005662487,0.00007035307],"domain_scores_gemma":[0.99863,0.0003972101,0.000395497,0.0001190384,0.00008052389,0.0003778096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.9497689,0.001910157,0.01611575,0.0008994233,0.002216023,0.00005681554,0.00005346874,0.001049267,0.001749655,0.0002724391,0.007364467,0.01854363],"study_design_scores_gemma":[0.8230876,0.08665805,0.07063897,0.0002517072,0.004873496,0.0002859989,0.0000752591,0.004184434,0.001139173,0.001796037,0.006930718,0.00007860519],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748132,0.00747409,0.0007436025,0.002381151,0.0003914831,0.001562722,0.005980821,0.0001235669,0.00652928],"genre_scores_gemma":[0.982452,0.001467196,0.001091534,0.001176318,0.000671022,0.001846413,0.006927591,0.00002977341,0.004338172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006045519,"threshold_uncertainty_score":0.02022427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1221386576811613,"score_gpt":0.4484369535614017,"score_spread":0.3262982958802404,"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."}}