{"id":"W2187129674","doi":"10.18632/oncoscience.2","title":"MicroRNA in drug resistance","year":2014,"lang":"en","type":"article","venue":"Oncoscience","topic":"MicroRNA in disease regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"microRNA; Drug; Drug resistance; Computational biology; Medicine; Pharmacology; Biology; Genetics; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002493593,0.0000567288,0.00004925645,0.00002720593,0.00003641348,0.00001465376,0.0001903855,0.00003061118,0.000007200053],"category_scores_gemma":[0.0001030291,0.00005667901,0.00002124137,0.0001268754,0.00008110362,0.000003339139,0.00004891274,0.00002889648,0.00001839054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001836766,"about_ca_system_score_gemma":0.00004331453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001068129,"about_ca_topic_score_gemma":0.000273773,"domain_scores_codex":[0.9993896,0.00003876364,0.00009322548,0.0002463894,0.00008644829,0.0001455594],"domain_scores_gemma":[0.9996497,0.000006110997,0.00003667713,0.0002410881,0.00002203564,0.00004438879],"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":[0.00001043529,0.00001759214,0.00186456,0.000005271567,4.806864e-7,5.701028e-7,0.00001735359,0.00002262293,0.9939172,0.0003595986,0.003038973,0.000745388],"study_design_scores_gemma":[0.0003478251,0.00002044224,0.04992123,0.00002894727,0.000001986976,0.000002804928,0.00001249028,0.0002026041,0.5506297,0.0005346634,0.3981114,0.0001858829],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885261,0.0002479359,0.002265927,0.0002521893,0.00009163252,0.00006403562,0.000001760689,0.000006602816,0.008543825],"genre_scores_gemma":[0.9951267,0.00001382374,0.001922871,0.0002136202,0.00005737462,0.000005621278,0.000006793424,0.000005223227,0.002647946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4432874,"threshold_uncertainty_score":0.2311303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005007040142731972,"score_gpt":0.2348525661248541,"score_spread":0.2298455259821221,"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."}}