{"id":"W2134848269","doi":"10.1186/1471-2407-11-500","title":"Micro-RNAs as diagnostic or prognostic markers in human epithelial malignancies","year":2011,"lang":"en","type":"review","venue":"BMC Cancer","topic":"MicroRNA in disease regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of Toronto; Ontario Institute for Cancer Research","funders":"","keywords":"Surgical oncology; Medicine; Oncology; Internal medicine; Computational biology; Pathology; Bioinformatics; Biology","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":[0.001121588,0.0008240419,0.001486196,0.001659415,0.0002254135,0.0008346412,0.0007777506,0.001275132,0.001435922],"category_scores_gemma":[0.0009995222,0.0003382584,0.0003475911,0.001556005,0.0006251378,0.0009466341,0.0005739221,0.001544626,0.0020662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005633678,"about_ca_system_score_gemma":0.0007295016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007109105,"about_ca_topic_score_gemma":0.00128299,"domain_scores_codex":[0.9997069,0.00006476629,0.00004186402,0.00005564169,0.000110188,0.00002058802],"domain_scores_gemma":[0.999467,0.0002957944,0.0000598553,0.00001495896,0.0001295665,0.00003297143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009949773,0.00004870135,0.0003868188,0.006040365,0.00007135999,0.0002903875,0.00004285225,0.0002516662,0.003550961,0.002148923,0.01443303,0.9726354],"study_design_scores_gemma":[0.00003341399,0.0001654303,0.001980488,0.002644705,0.0001502315,0.00347461,0.00008617331,0.0001963999,0.002546864,0.002325208,0.9863609,0.00003553391],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001348308,0.9986861,0.0001839536,0.0002186781,0.0001587056,0.000003625387,0.000008874059,0.000005400786,0.0005998451],"genre_scores_gemma":[0.001150151,0.997497,0.0003853264,0.0002273977,0.0001826833,0.000007989176,0.00002453842,0.00000217843,0.0005226635],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001659415,"threshold_uncertainty_score":0.005931616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0401863784472738,"score_gpt":0.3296584270185491,"score_spread":0.2894720485712753,"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."}}