{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002406692,0.0001350745,0.0004325635,0.0003830049,0.00007766904,0.00003699048,0.00004448802,0.00004965184,0.00003045133],"category_scores_gemma":[0.00008857346,0.0001264554,0.0000540872,0.0009489287,0.0001222363,0.00008371834,0.000110026,0.0001289536,1.403943e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009145153,"about_ca_system_score_gemma":0.0001727442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005485413,"about_ca_topic_score_gemma":0.0001130451,"domain_scores_codex":[0.998637,0.0001115411,0.0003393425,0.0003976042,0.0002967838,0.0002177933],"domain_scores_gemma":[0.9991836,0.00007005008,0.0001270944,0.0002217281,0.0003124207,0.00008509598],"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":[0.0001278884,0.0004286418,0.2472895,0.0002012652,0.00006895253,0.00008024172,0.003393001,0.0003144047,0.747823,8.153492e-8,6.949854e-7,0.0002722894],"study_design_scores_gemma":[0.001116812,0.0002595958,0.008822844,0.0001067437,0.0002104562,0.00002209184,0.007998816,0.0008163429,0.9805452,0.000001594667,0.000001194046,0.0000983647],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997409,0.001664644,0.0001297415,0.00000531007,0.00002381431,0.0006736717,0.00001670841,0.000006580114,0.00007052625],"genre_scores_gemma":[0.997851,0.00001485496,0.001843691,0.00000528837,0.00001560431,0.000008875893,0.000009286077,0.00001855279,0.0002328947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2384667,"threshold_uncertainty_score":0.5156701,"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."}}