{"id":"W7011403804","doi":"","title":"Malignant Pleural Mesothelioma: an investigation on relevant cancer genes and potentially repositionable drugs","year":2019,"lang":"en","type":"dissertation","venue":"Use Siena air (University of Siena)","topic":"Probability and Statistical Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asbestos; Mesothelioma; Carcinogenesis; Cancer; Tissue microarray; Immunohistochemistry; Lung cancer; Mesothelial Cell; Microarray analysis techniques","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004201488,0.000252425,0.0004520319,0.0003020017,0.0003057431,0.00004811387,0.0002990513,0.0003088969,0.0001435896],"category_scores_gemma":[0.0002876103,0.0002692556,0.0001138718,0.0002371501,0.0002156803,0.0005193675,0.00007877155,0.0003162663,0.0000208191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001721977,"about_ca_system_score_gemma":0.0003598193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001979753,"about_ca_topic_score_gemma":0.00127196,"domain_scores_codex":[0.997876,0.0001967552,0.0002514125,0.0005985775,0.0007413829,0.0003358104],"domain_scores_gemma":[0.998012,0.0005277103,0.0003178798,0.0004555888,0.0004709165,0.0002158985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.007729862,0.002304883,0.003098294,0.01609617,0.001298855,0.0006899239,0.07594929,0.0007458692,0.09151021,0.7380995,0.01012237,0.0523548],"study_design_scores_gemma":[0.01083574,0.00616896,0.1131032,0.01028261,0.002866617,0.00007580125,0.08472066,0.03356337,0.04528041,0.6821274,0.00526266,0.005712523],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969724,0.00009371916,0.0004597095,0.0004222402,0.0001444337,0.0005947985,0.0003595964,0.00005706762,0.0008960092],"genre_scores_gemma":[0.9476365,0.0005519183,0.01566269,0.00007754069,0.00005731959,0.000005493659,0.001072599,0.00007164456,0.03486422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1100049,"threshold_uncertainty_score":0.999976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05545484892808692,"score_gpt":0.2951658197861068,"score_spread":0.2397109708580199,"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."}}