{"id":"W1968201010","doi":"10.1097/pas.0000000000000200","title":"Well-differentiated Papillary Mesothelioma With Invasive Foci","year":2014,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Mesothelioma; Pathology; Dysplasia; Stain; Pleural cavity; Staining; Anatomy","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":[],"consensus_categories":[],"category_scores_codex":[0.0002047702,0.0001148741,0.0004042189,0.00006627952,0.0000561236,0.000005398898,0.0001152206,0.00002265578,0.0002394248],"category_scores_gemma":[0.00003501627,0.00005476002,0.0001272418,0.0001464697,0.0007149026,0.00003290676,0.00003161202,0.0001894558,0.00005350955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002487435,"about_ca_system_score_gemma":0.0000377627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000588505,"about_ca_topic_score_gemma":8.964739e-7,"domain_scores_codex":[0.9989715,0.000241015,0.0002532021,0.0001060192,0.000262604,0.0001656726],"domain_scores_gemma":[0.9989631,0.000329278,0.0003397055,0.000151938,0.00005428647,0.0001616477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02127673,0.001322717,0.904407,0.00005846242,0.0007495244,0.00756153,0.0004492019,0.0002440348,0.01658058,0.0009246471,0.002116814,0.04430872],"study_design_scores_gemma":[0.002340548,0.005854899,0.9729184,0.00007484852,0.0002967442,0.01172557,0.0002885612,0.00002898853,0.0007969462,0.0005293647,0.005020868,0.0001242975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951165,0.0001849881,0.00008660711,0.003154876,0.00004109306,0.0000623418,0.000003556986,0.00000928723,0.001340698],"genre_scores_gemma":[0.997929,0.0002949407,0.0002496967,0.001189598,0.0001944614,0.000001930577,0.000006287298,0.00001382831,0.0001202924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06851132,"threshold_uncertainty_score":0.2634088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006303405455769948,"score_gpt":0.2304700650830374,"score_spread":0.2241666596272675,"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."}}