{"id":"W2062011274","doi":"10.1378/chest.126.4.1318","title":"Malignant Pleural Mesothelioma","year":2004,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Mesothelioma; Pleural disease; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000921137,0.0002753282,0.0008274011,0.0001379397,0.00009711755,0.00003693794,0.0001224409,0.0001398735,0.001050858],"category_scores_gemma":[0.00002838736,0.000172998,0.0007021028,0.0001049981,0.00006947069,0.00005654341,0.00003714183,0.0004321226,0.0007463887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004283455,"about_ca_system_score_gemma":0.000498187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000175471,"about_ca_topic_score_gemma":1.268112e-7,"domain_scores_codex":[0.9987808,0.00003204018,0.0004310341,0.0001778108,0.0003497479,0.0002285477],"domain_scores_gemma":[0.9992046,0.0000272644,0.0002334651,0.0001626874,0.00001685996,0.0003551728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004307763,0.0003558026,0.0004512314,0.03248071,0.0004504931,0.001868982,0.00002246668,0.000001452604,0.000002156992,0.00007289076,0.001933933,0.9623168],"study_design_scores_gemma":[0.0003806898,0.0001167927,0.001841795,0.0233098,0.001475499,0.009118107,0.000007217365,2.360909e-7,0.000001899341,0.0001059779,0.9634593,0.0001826972],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003211188,0.9984792,0.00001288002,0.00008442093,0.0002524627,0.0001960349,0.00004062091,0.000018897,0.000883295],"genre_scores_gemma":[0.00005100721,0.9966006,0.000397406,0.00009701977,0.0009921656,0.0000109227,0.0001176179,0.00004880645,0.001684468],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9621341,"threshold_uncertainty_score":0.9998623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05732745920716783,"score_gpt":0.3471760362487211,"score_spread":0.2898485770415533,"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."}}