{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001478586,0.000337206,0.0004991876,0.0007232067,0.0001999313,0.0003604856,0.0001993815,0.0003345818,0.001295178],"category_scores_gemma":[0.0001046461,0.000117719,0.0005421307,0.0006340526,0.0001730867,0.0003128388,0.0001796278,0.0003147064,0.0002977054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002318654,"about_ca_system_score_gemma":0.0002749809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002303514,"about_ca_topic_score_gemma":0.000552564,"domain_scores_codex":[0.9999317,0.00000715434,0.000005151427,0.00001661005,0.00002550035,0.00001392823],"domain_scores_gemma":[0.9999511,0.00001151212,0.000009185665,0.000005037608,0.00001266714,0.0000105159],"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":[0.0005930334,0.0003346556,0.009118615,0.001490626,0.0001008162,0.001800674,0.0001074066,0.0007731756,0.8989496,0.0009282453,0.001756816,0.08404634],"study_design_scores_gemma":[0.0002221974,0.004921725,0.1059681,0.0002524806,0.001102253,0.009953414,0.0004879923,0.00398778,0.7225047,0.001798535,0.1487226,0.00007814528],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8129441,0.1707849,0.004827633,0.001545043,0.0002472429,0.0002095851,0.002059777,0.0002137137,0.007168002],"genre_scores_gemma":[0.863255,0.117676,0.007616295,0.0009685738,0.0001430827,0.0001623916,0.002890188,0.00003738726,0.007250997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001295178,"threshold_uncertainty_score":0.004332781,"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."}}