{"id":"W2970658276","doi":"10.1016/j.jtho.2019.08.012","title":"Radiologic Considerations and Standardization of Malignant Pleural Mesothelioma Imaging Within Clinical Trials: Consensus Statement from the NCI Thoracic Malignancy Steering Committee – International Association for the Study of Lung Cancer – Mesothelioma Applied Research Foundation Clinical Trials Planning Meeting","year":2019,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"Merck Sharp and Dohme; Genentech; National Institutes of Health; Bayer Fund; Douglas Pharmaceuticals; University of Chicago; Roche; Meso Scale Diagnostics; MedImmune; GlaxoSmithKline; Merck; Clovis Oncology; Varian Medical Systems; Inventiva Pharma; Intuitive Surgical; Pfizer; Pharmaceuticals Bayer; Eli Lilly and Company; Bristol-Myers Squibb; AstraZeneca; Aldeyra Therapeutics; Boehringer Ingelheim","keywords":"Medicine; Mesothelioma; Clinical trial; Pleural disease; Multidisciplinary approach; Malignancy; Lung cancer; Modalities; Medical physics; Radiology; Pathology; Internal medicine; Respiratory disease; Lung","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06433903,0.000159072,0.001321266,0.0001879825,0.0002392596,0.0000534138,0.0001763073,0.0001360457,0.00010271],"category_scores_gemma":[0.014931,0.00009029794,0.0002861137,0.0001523514,0.0002082588,0.0001043058,0.0001026673,0.0004516407,8.373953e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004353571,"about_ca_system_score_gemma":0.0005472364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007459694,"about_ca_topic_score_gemma":0.00004055541,"domain_scores_codex":[0.9874709,0.007096225,0.004057936,0.0002694756,0.0009050645,0.000200359],"domain_scores_gemma":[0.9520384,0.04187941,0.005015652,0.000210275,0.0007683162,0.00008795203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01327657,0.0007703754,0.9447371,0.00009200581,0.002421516,0.00001717158,0.001962684,0.006159501,0.005838722,0.0001811491,0.001487113,0.02305613],"study_design_scores_gemma":[0.01260716,0.003853298,0.9159495,0.001241112,0.004717531,0.0000615893,0.02935485,0.02557947,0.002322322,0.002532129,0.001517259,0.0002637998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878879,0.001624773,0.001515513,0.005007263,0.001322539,0.002355843,0.000198193,0.000007426434,0.00008052211],"genre_scores_gemma":[0.9964767,0.0003686835,0.00220053,0.0001860389,0.0006104676,0.0000671785,0.00003531953,0.00001866133,0.00003642703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04940803,"threshold_uncertainty_score":0.9933667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2945956248540498,"score_gpt":0.6039277397104187,"score_spread":0.3093321148563689,"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."}}