{"id":"W2321244133","doi":"10.1158/1538-7445.am2011-171","title":"Abstract 171: Pre-miR-518b and pre-miR-598, novel serum biomarkers of de novo chemoresistance in advanced or unresectable NSCLC","year":2011,"lang":"en","type":"article","venue":"Cancer Research","topic":"MicroRNA in disease regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital; University of Alberta; University of British Columbia","funders":"","keywords":"Gemcitabine; Carboplatin; MiRBase; microRNA; Oncology; Internal medicine; Medicine; Chemotherapy; Biomarker; Cancer; Cisplatin; Cancer research; Biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004008948,0.0003340878,0.000330873,0.0006763197,0.0001599598,0.0004871315,0.0001845349,0.0004245559,0.00152572],"category_scores_gemma":[0.0008256902,0.0001831462,0.0001523713,0.0004075397,0.0001774368,0.0002154004,0.0001843785,0.0003410932,0.000717881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002108903,"about_ca_system_score_gemma":0.0001878477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002182441,"about_ca_topic_score_gemma":0.0003038227,"domain_scores_codex":[0.999813,0.00002850602,0.00002834019,0.00005171456,0.00006229804,0.00001610088],"domain_scores_gemma":[0.9997688,0.00005537382,0.00007419298,0.00001443571,0.0000555738,0.00003166433],"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":[0.004100363,0.0002609287,0.2434905,0.0004147173,0.0001399841,0.001197843,0.000118679,0.0004612219,0.6976113,0.0001622208,0.001467431,0.05057471],"study_design_scores_gemma":[0.0002036294,0.002183444,0.7377806,0.0000411986,0.0002317405,0.01327577,0.0001314229,0.004505536,0.2354622,0.0003617722,0.005789671,0.00003297853],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920867,0.003621664,0.001879188,0.000138386,0.00006088134,0.00005147171,0.0008956039,0.00009469526,0.001171452],"genre_scores_gemma":[0.9924661,0.0005912226,0.003839242,0.000111993,0.00004906461,0.00005271168,0.001598253,0.00001320847,0.001278221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00152572,"threshold_uncertainty_score":0.005104065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04783602059862037,"score_gpt":0.3623610012442993,"score_spread":0.314524980645679,"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."}}