{"id":"W2059464738","doi":"10.1007/s00432-009-0692-3","title":"Expression profiling of formalin-fixed paraffin embedded primary human uveal melanomas using DASL matrices","year":2009,"lang":"en","type":"article","venue":"Journal of Cancer Research and Clinical Oncology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada; McGill University; Biotechnology Research Institute; McGill University Health Centre","funders":"McGill University","keywords":"Biology; Immunohistochemistry; Malignancy; Metastasis; Immunostaining; Gene expression; Pathology; Melanoma; Molecular biology; Gene; Cancer research; Cancer; Medicine; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002910446,0.0001144135,0.0009149918,0.0002411279,0.0001452351,0.000009679152,0.0001454484,0.0003591474,0.00006739482],"category_scores_gemma":[0.0002948829,0.0000774953,0.0001969889,0.0001901137,0.0003528972,0.00015088,0.00006710508,0.001035781,0.000001700196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002479489,"about_ca_system_score_gemma":0.001408388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002628727,"about_ca_topic_score_gemma":0.00002206849,"domain_scores_codex":[0.9972278,0.000528834,0.00117857,0.0001898812,0.000516273,0.0003586244],"domain_scores_gemma":[0.9975337,0.0006984347,0.0006944128,0.0001509793,0.0005785187,0.0003438901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02573092,0.007507107,0.6046525,0.0003204302,0.001110467,0.00259012,0.0003452111,0.00001780797,0.2285116,0.0006346756,0.001454612,0.1271245],"study_design_scores_gemma":[0.05027787,0.1412129,0.6619474,0.001904847,0.001456535,0.001275269,0.0009803225,0.0002240119,0.1250323,0.00914654,0.006133671,0.0004082845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991867,0.004746529,0.00004678802,0.001681308,0.0001741032,0.0002961873,0.000003184066,0.000005166041,0.00117971],"genre_scores_gemma":[0.9879691,0.00284064,0.008217366,0.0002705813,0.0005739683,0.000003793803,0.000004108376,0.000009194982,0.0001112567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1337058,"threshold_uncertainty_score":0.4500011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1962833007338895,"score_gpt":0.5668947990217202,"score_spread":0.3706114982878308,"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."}}