{"id":"W1895673132","doi":"10.1002/hed.23969","title":"MicroRNA expression as predictor of local recurrence risk in oral squamous cell carcinoma","year":2014,"lang":"en","type":"article","venue":"Head & Neck","topic":"MicroRNA in disease regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Juravinski Cancer Centre","funders":"Associazione Italiana per la Ricerca sul Cancro","keywords":"microRNA; Basal cell; Carcinogenesis; Squamous cell cancer; Oncology; Cancer; Internal medicine; Head and neck cancer; Gene expression profiling; Biology; Head and neck squamous-cell carcinoma; Cancer research; Medicine; Gene; Gene expression; Genetics","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":[0.0001335892,0.0001255749,0.0001420323,0.00004003319,0.00002749875,0.000006159839,0.000147265,0.0001476919,0.00003161504],"category_scores_gemma":[0.00007541477,0.0001226968,0.00006400404,0.00006995992,0.00007531157,0.000003944169,0.00008355481,0.00008857935,0.00001804265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002010491,"about_ca_system_score_gemma":0.00006695645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001503208,"about_ca_topic_score_gemma":0.00006065127,"domain_scores_codex":[0.9990232,0.0001286832,0.0002387368,0.0003009804,0.0001135179,0.0001948613],"domain_scores_gemma":[0.9993582,0.00001480817,0.0001271562,0.0003592809,0.00005432021,0.0000862011],"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":[0.0001875516,0.0001283225,0.06487846,0.00007554039,0.000001832948,0.000001890541,0.00004898823,0.0001511903,0.9309947,0.000007434844,0.001568393,0.001955657],"study_design_scores_gemma":[0.001045772,0.0002942899,0.1427685,0.00003813803,0.00001027095,0.000004046115,0.00002012877,0.0005638071,0.8496451,0.00006819372,0.005411825,0.0001299601],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965207,0.0008960061,0.001745964,0.00001467466,0.00009446287,0.000162562,0.0000296342,0.000007315715,0.0005286647],"genre_scores_gemma":[0.9990776,0.00001952941,0.0005780857,0.00003469394,0.00008655899,0.00001103418,0.00009211869,0.00001663188,0.00008381672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08134966,"threshold_uncertainty_score":0.500343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007744414325473128,"score_gpt":0.2421951745096973,"score_spread":0.2344507601842242,"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."}}