{"id":"W3213824526","doi":"10.3390/cells10113190","title":"Gene Expression Profiling of Mycosis Fungoides in Early and Tumor Stage—A Proof-of-Concept Study Using Laser Capture/Single Cell Microdissection and NanoString Analysis","year":2021,"lang":"en","type":"article","venue":"Cells","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Laser capture microdissection; Mycosis fungoides; Microdissection; Gene expression profiling; Cancer research; Biology; Gene expression; Immunohistochemistry; Pathology; Gene; Medicine; Lymphoma","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":[0.0002484849,0.0001669879,0.0002336312,0.0002069828,0.0001180762,0.0002111277,0.0001514569,0.0002853,0.0003909747],"category_scores_gemma":[0.0001821077,0.0001062221,0.0001635804,0.0001421261,0.0001094672,0.0001200102,0.000107523,0.0002160285,0.0001486555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001105163,"about_ca_system_score_gemma":0.00009691132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002933784,"about_ca_topic_score_gemma":0.0006115714,"domain_scores_codex":[0.9998382,0.00001653019,0.000008127226,0.00004838928,0.00006773422,0.00002106511],"domain_scores_gemma":[0.999882,0.00004353413,0.00002370262,0.00001204404,0.0000241365,0.00001459585],"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":[0.00005393362,0.0000169969,0.0008121516,0.00001696292,0.000002982694,0.0000249636,0.00001672555,0.00005290896,0.9975667,0.000007524546,0.00002026333,0.001407931],"study_design_scores_gemma":[0.00002210307,0.0009416107,0.0648626,0.000006337753,0.00004297392,0.0008912029,0.000088127,0.003745296,0.9276343,0.00004718057,0.001701075,0.00001716988],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992454,0.0005654945,0.005985246,0.00002885408,0.00001294759,0.00006172219,0.0006062821,0.00004549872,0.0002400473],"genre_scores_gemma":[0.9839977,0.0006215558,0.01315613,0.00007651113,0.00001421055,0.0001972077,0.001016874,0.00001535008,0.0009045682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0003909747,"threshold_uncertainty_score":0.001314163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02624809192179394,"score_gpt":0.2873646102866634,"score_spread":0.2611165183648694,"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."}}