{"id":"W4317107626","doi":"10.1158/1538-7445.metastasis22-a033","title":"Abstract A033: Identification of gemcitabine-resistant populations using scRNA-sequencing in triple negative breast cancer patient-derived xenograft","year":2023,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Triple-negative breast cancer; Gemcitabine; Breast cancer; Medicine; Metastasis; Oncology; Chemotherapy; Cancer; Doxorubicin; Population; Internal medicine; Cancer research; Paclitaxel","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":[0.0003200388,0.0002210976,0.0002970041,0.000251228,0.0001906731,0.0003241595,0.000189197,0.0003693818,0.002192119],"category_scores_gemma":[0.0002088881,0.0001303164,0.0002500403,0.000178558,0.0001735097,0.0001286738,0.0001243481,0.0006711486,0.0006085531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002955855,"about_ca_system_score_gemma":0.0002028366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001352635,"about_ca_topic_score_gemma":0.001548305,"domain_scores_codex":[0.9997213,0.00003614471,0.00003524242,0.00008609156,0.00008264884,0.00003838411],"domain_scores_gemma":[0.9998046,0.00006498174,0.00003508111,0.00003245883,0.00002909963,0.00003385791],"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":[0.0001030464,0.00007574873,0.0003476545,0.00002014722,0.000007341576,0.00005144528,0.00002665746,0.0001435794,0.9978934,0.00008084824,0.0001232824,0.001126875],"study_design_scores_gemma":[0.00003562435,0.001299434,0.009115958,0.000008382782,0.00003722436,0.0008787054,0.00005707052,0.00505372,0.979367,0.00006438513,0.00407336,0.000009195681],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835427,0.0006427264,0.009394717,0.0001680293,0.0000778101,0.0002232264,0.003120766,0.0002517103,0.002578261],"genre_scores_gemma":[0.9799288,0.0004977708,0.0093786,0.0001520497,0.00001025523,0.0002187026,0.00405124,0.00008429003,0.005678319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002192119,"threshold_uncertainty_score":0.007333338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1039298701391056,"score_gpt":0.3990078356791861,"score_spread":0.2950779655400805,"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."}}