{"id":"W3023315335","doi":"10.1007/s00428-020-02817-5","title":"The differential expression of micro-RNAs 21, 200c, 204, 205, and 211 in benign, dysplastic and malignant melanocytic lesions and critical evaluation of their role as diagnostic biomarkers","year":2020,"lang":"en","type":"article","venue":"Archiv für Pathologische Anatomie und Physiologie und für Klinische Medicin","topic":"melanin and skin pigmentation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Medical Research Council","keywords":"Melanoma; Differential diagnosis; Pathology; microRNA; Malignancy; Dysplastic nevus; Biomarker; Melanocytic nevus; Congenital melanocytic nevus; Medicine; Nevus; Biology; Cancer research; 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":[0.001572691,0.0002200419,0.0003242979,0.0007415367,0.0002832351,0.0006058129,0.0001468448,0.0003753439,0.0003872029],"category_scores_gemma":[0.002286101,0.0002045566,0.0001668154,0.0003664321,0.0005199896,0.0002533732,0.0002236241,0.0002563828,0.0001481402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001647007,"about_ca_system_score_gemma":0.0001931723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003160206,"about_ca_topic_score_gemma":0.0006279854,"domain_scores_codex":[0.9986687,0.0004456381,0.0001927559,0.0002632491,0.000355399,0.00007439246],"domain_scores_gemma":[0.9982899,0.0009642285,0.000302972,0.0001406845,0.0002373308,0.00006493615],"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":[0.0004102774,0.00004019232,0.2340275,0.0002581154,0.00007249267,0.0004666838,0.0003221139,0.0003762417,0.7403621,0.0002246574,0.00007182783,0.02336776],"study_design_scores_gemma":[0.00001021528,0.000431007,0.6627755,0.00004315148,0.0001059961,0.00576689,0.0004684165,0.004717618,0.3223403,0.0006787091,0.002631433,0.00003077275],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907349,0.002087753,0.006296235,0.00006755895,0.00001511286,0.00002640114,0.00008021607,0.00002867555,0.0006631903],"genre_scores_gemma":[0.992483,0.0002895801,0.006884448,0.00003612625,0.000006558206,0.00002350627,0.00007137019,0.000006457602,0.0001989488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001572691,"threshold_uncertainty_score":0.008317351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02602914850890643,"score_gpt":0.3389837190874447,"score_spread":0.3129545705785383,"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."}}