{"id":"W2484288308","doi":"10.1158/1538-7445.am2016-638","title":"Abstract 638: Clinical characteristics of breast cancer xenograft models","year":2016,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Breast cancer; Oncology; Biomarker; Internal medicine; Cancer; Biopsy; Stage (stratigraphy); Chemotherapy; Metastatic breast cancer; Pathology; Biology","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":[0.000887593,0.0002595885,0.0003822899,0.0005244474,0.0002419104,0.0004084749,0.0001924936,0.0003530473,0.004154135],"category_scores_gemma":[0.0006901576,0.000118168,0.0001955861,0.0004928863,0.0001592462,0.0003426911,0.0002459801,0.0005641163,0.001200667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002856985,"about_ca_system_score_gemma":0.0002001201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004861878,"about_ca_topic_score_gemma":0.0006453607,"domain_scores_codex":[0.999593,0.00009993601,0.00005850022,0.00006136304,0.0001397439,0.000047436],"domain_scores_gemma":[0.9992983,0.0002155625,0.000122715,0.0001045155,0.0001216851,0.0001372775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.006631262,0.00214691,0.1634101,0.0003526971,0.00008004047,0.002476374,0.0003233294,0.001369908,0.7953054,0.0005772215,0.003139685,0.02418716],"study_design_scores_gemma":[0.0004723934,0.01694803,0.4720365,0.00007194717,0.0001572505,0.02448928,0.0005412356,0.007895377,0.4541505,0.0004275727,0.02275445,0.00005537122],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891198,0.001189601,0.002983647,0.0001007098,0.000036545,0.0002534124,0.00258193,0.00008966297,0.00364472],"genre_scores_gemma":[0.9891943,0.0004946635,0.002486289,0.00006083528,0.0000169064,0.0004471562,0.00467777,0.00004356451,0.002578637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004154135,"threshold_uncertainty_score":0.013897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09244772595387152,"score_gpt":0.4284782041839601,"score_spread":0.3360304782300886,"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."}}