{"id":"W2601772729","doi":"10.1200/jco.2009.27.15_suppl.7581","title":"Mesothelin as a marker of response in malignant pleural mesothelioma","year":2009,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Toronto General Hospital","funders":"","keywords":"Medicine; Debulking; Malignancy; Mesothelioma; Radiological weapon; Radiology; Internal medicine; Surgery; Cancer; Pathology; Ovarian cancer","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":[0.001241983,0.0002810859,0.0004149343,0.0009944499,0.0001630083,0.0004088244,0.0002018111,0.000385518,0.001070997],"category_scores_gemma":[0.003239396,0.00009273453,0.0002403262,0.0005247396,0.0002274039,0.0003042836,0.0002985943,0.0004426173,0.0003273589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002838089,"about_ca_system_score_gemma":0.00008079056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002036797,"about_ca_topic_score_gemma":0.0002884851,"domain_scores_codex":[0.9992366,0.0002919552,0.00008393271,0.00008830382,0.0002242797,0.0000749149],"domain_scores_gemma":[0.9977019,0.001051016,0.0006823153,0.00009251578,0.0002213139,0.00025087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002312839,0.0001241176,0.971107,0.00007839769,0.00007991962,0.0002644761,0.0001353104,0.0003803346,0.007519133,0.00002019575,0.0002686328,0.01770955],"study_design_scores_gemma":[0.00003448169,0.00170989,0.9934844,0.00001017557,0.00004134328,0.0008586827,0.00006415603,0.0008429404,0.002307598,0.00003521769,0.0006047516,0.000006246647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971243,0.001443441,0.0002139945,0.00006086642,0.0000139071,0.000030484,0.0001447429,0.00002064132,0.0009475547],"genre_scores_gemma":[0.9994577,0.00007218332,0.0001505803,0.00001900714,0.00001556724,0.00001783782,0.0001290238,0.000001541101,0.0001365961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001241983,"threshold_uncertainty_score":0.006568313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07327661393572421,"score_gpt":0.459577317209495,"score_spread":0.3863007032737708,"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."}}