{"id":"W2052217528","doi":"10.1158/1538-7445.am2014-3142","title":"Abstract 3142: Derivation and analysis of preclinical models of human her-2 positive breast cancer","year":2014,"lang":"en","type":"article","venue":"Cancer Research","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"In vivo; Trastuzumab; Medicine; Breast cancer; Cancer; Cancer research; Luciferase; Cell culture; Transfection; Combination therapy; Internal medicine; Oncology; 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":[0.0008128172,0.0008887182,0.0005373555,0.0008226246,0.0003770895,0.0005130942,0.0007636473,0.0006448193,0.004765434],"category_scores_gemma":[0.0004284694,0.0003532776,0.0005517025,0.0006026277,0.0002668814,0.0003475567,0.0003417119,0.001453225,0.002871594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007627637,"about_ca_system_score_gemma":0.0004526752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002236343,"about_ca_topic_score_gemma":0.001749388,"domain_scores_codex":[0.999411,0.0001246574,0.00006589651,0.00007980751,0.0001983228,0.0001202665],"domain_scores_gemma":[0.9996092,0.00007751019,0.00005701839,0.00009380611,0.00007966522,0.00008284031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005298664,0.0008525318,0.0003469841,0.00005810511,0.00001763279,0.0002231642,0.0000622975,0.0005787839,0.9935406,0.0005283292,0.0009403588,0.002321309],"study_design_scores_gemma":[0.0001957405,0.00345855,0.003773249,0.00001931939,0.00004452727,0.001139715,0.00006651903,0.003266129,0.9727313,0.000177332,0.01511161,0.00001610281],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9530923,0.0023909,0.01818466,0.0007167554,0.0002800711,0.001628546,0.01205787,0.0004290619,0.01121969],"genre_scores_gemma":[0.9139435,0.002656227,0.02389355,0.0003042114,0.00008566336,0.002225279,0.03055668,0.0002669043,0.02606806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004765434,"threshold_uncertainty_score":0.01594192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1488458819365331,"score_gpt":0.4915670229058897,"score_spread":0.3427211409693566,"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."}}