{"id":"W4236798522","doi":"10.21203/rs.3.rs-33715/v2","title":"Radiological evaluation of malignant pleural mesothelioma - defining distant metastatic disease","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Cancer Research","funders":"","keywords":"Mesothelioma; Radiological weapon; Medicine; Disease; Pleural disease; Radiology; Oncology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005268601,0.0004584468,0.0003751368,0.001842799,0.0003634692,0.0006570385,0.0003493337,0.0007505388,0.004839922],"category_scores_gemma":[0.002924869,0.0002029792,0.0003467574,0.0008181549,0.000606955,0.0008315425,0.0005464152,0.0004378867,0.0009215491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002581243,"about_ca_system_score_gemma":0.0003765119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001448637,"about_ca_topic_score_gemma":0.001738417,"domain_scores_codex":[0.9997326,0.0000661123,0.00003895352,0.00003623133,0.00005834018,0.00006772829],"domain_scores_gemma":[0.9993805,0.0001842352,0.0001213408,0.00003943339,0.0001182721,0.0001561176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007764124,0.00008829079,0.9247205,0.0002730199,0.0000519582,0.03244733,0.0003219431,0.0005366523,0.01577244,0.0004852712,0.001468565,0.02305765],"study_design_scores_gemma":[0.00003650809,0.0005494567,0.855103,0.0001140184,0.0001498357,0.1324545,0.000702356,0.00134819,0.004352602,0.000684245,0.004481662,0.00002374025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554524,0.004599692,0.001193913,0.0004035161,0.00004051562,0.00007980757,0.0006961853,0.0000427936,0.03749113],"genre_scores_gemma":[0.9971343,0.000897844,0.0006273574,0.00004855798,0.00006689088,0.00001477828,0.000362458,0.00000875277,0.00083892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004839922,"threshold_uncertainty_score":0.01619118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2823662968194111,"score_gpt":0.4738217631368594,"score_spread":0.1914554663174483,"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."}}