{"id":"W4200132645","doi":"10.1158/2159-8290.cd-20-1265","title":"Ontogeny and Vulnerabilities of Drug-Tolerant Persisters in HER2+ Breast Cancer","year":2021,"lang":"en","type":"article","venue":"Cancer Discovery","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada); Vector Institute; Ontario Institute for Cancer Research; Amgen (Canada); Princess Margaret Cancer Centre; Toronto Rehabilitation Institute; University of Toronto","funders":"National Institute of General Medical Sciences; National Cancer Institute; Government of Canada; Canadian Institutes of Health Research; Government of Ontario; Basic Research Laboratory; Foundation for the National Institutes of Health","keywords":"Ontogeny; Breast cancer; Cancer; Function (biology)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009224332,0.0001423578,0.0004299326,0.00006406937,0.0000275269,0.00002321097,0.00004276782,0.00004028516,0.0005589781],"category_scores_gemma":[0.000009572424,0.0001252098,0.0001199373,0.0001955875,0.0001456722,0.0001681256,0.00004703406,0.0001271664,6.886519e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002667579,"about_ca_system_score_gemma":0.0006649726,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009931101,"about_ca_topic_score_gemma":0.01074039,"domain_scores_codex":[0.9989803,0.00003670135,0.0002506811,0.0003151118,0.0001894173,0.0002278173],"domain_scores_gemma":[0.9994907,0.00002958425,0.0000637459,0.0002348761,0.00008663855,0.00009442512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001263061,0.0004859501,0.8538281,0.003409832,0.0005415268,0.0002012361,0.008994721,0.0005928071,0.04881901,0.0003742797,0.004277247,0.07721221],"study_design_scores_gemma":[0.007462908,0.0001059465,0.8769444,0.003235947,0.0007346375,0.0002003315,0.01917123,0.0001218922,0.07044094,0.0001343074,0.02077373,0.000673739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640621,0.03132109,0.0000111783,0.002483541,0.0003779789,0.0001490963,0.0004056977,0.000008094124,0.001181252],"genre_scores_gemma":[0.9877471,0.007384841,0.00005413508,0.0006986339,0.0001702633,0.00006830198,0.0000120515,0.00001988671,0.003844797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07653847,"threshold_uncertainty_score":0.9966618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603636626315148,"score_gpt":0.2761732134678059,"score_spread":0.2601368472046544,"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."}}