{"id":"W1976708454","doi":"10.1155/2013/765748","title":"National Mesothelioma Virtual Bank: A Platform for Collaborative Research and Mesothelioma Biobanking Resource to Support Translational Research","year":2013,"lang":"en","type":"article","venue":"Lung Cancer International","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Occupational Safety and Health; Centers for Disease Control and Prevention; Medical Center, University of Pittsburgh; School of Medicine, New York University; University of Pennsylvania; York University; University of Pittsburgh","keywords":"Biobank; Mesothelioma; Translational research; Resource (disambiguation); Medicine; Computer science; Bioinformatics; Pathology; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.02183597,0.0007324789,0.001278986,0.005869215,0.001890968,0.005227993,0.003768823,0.001116653,0.04564218],"category_scores_gemma":[0.03155739,0.0009761345,0.0007477454,0.005282424,0.000760088,0.00451486,0.0124423,0.002335729,0.03127841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001573209,"about_ca_system_score_gemma":0.01003826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002115064,"about_ca_topic_score_gemma":0.003310073,"domain_scores_codex":[0.993612,0.002931443,0.0009140413,0.0008001606,0.00123754,0.0005047946],"domain_scores_gemma":[0.9592035,0.008023756,0.003383576,0.01105028,0.004855192,0.01348353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002346372,0.0003807519,0.01050323,0.0007674603,0.0001310837,0.0007975915,0.0008302281,0.0008482017,0.005426139,0.009779311,0.807788,0.1604016],"study_design_scores_gemma":[0.001052357,0.0002175322,0.01415801,0.0006708215,0.00009419739,0.0007977914,0.0004924199,0.003541446,0.002678382,0.01179215,0.9644063,0.00009867906],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.06363486,0.01531558,0.2076631,0.0471548,0.005179011,0.01499988,0.3832051,0.06380603,0.1990416],"genre_scores_gemma":[0.1296256,0.005557865,0.3492423,0.008689099,0.002222538,0.01272095,0.4471433,0.00751782,0.0372805],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04564218,"threshold_uncertainty_score":0.1526883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09184518859862183,"score_gpt":0.4372295759161136,"score_spread":0.3453843873174918,"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."}}