{"id":"W4224280563","doi":"10.1038/s41379-022-01082-y","title":"Well differentiated papillary mesothelial tumor: a new name and new problems","year":2022,"lang":"en","type":"review","venue":"Modern Pathology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Mesothelioma; Pathology; Mesothelial Cell; Immunostaining; CDKN2A; Peritoneal mesothelioma; BAP1; Biology; Medicine; Immunohistochemistry; Cancer; Internal medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000619964,0.0004117445,0.001274583,0.0001243938,0.00008414604,0.00001336899,0.0001285935,0.0001878887,0.003784668],"category_scores_gemma":[0.0000246524,0.0003235161,0.0003060947,0.00007822638,0.00008889764,0.00003097856,0.0002605028,0.0003934628,0.0002219359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001229932,"about_ca_system_score_gemma":0.0003363015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005174677,"about_ca_topic_score_gemma":0.000004951936,"domain_scores_codex":[0.9982578,0.0001411951,0.0004201109,0.0006210855,0.0002570466,0.0003027353],"domain_scores_gemma":[0.9990458,0.00006517384,0.0001884315,0.0003430608,0.000004435898,0.0003531034],"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":[0.0000989441,0.0002723827,0.001031996,0.006168917,0.0002222534,0.0008277906,0.0001225431,0.000003866245,0.00001256033,0.00004281304,0.004382287,0.9868137],"study_design_scores_gemma":[0.0007985557,0.0003327408,0.001403344,0.001019379,0.001508178,0.001388805,0.000003943409,0.0000462378,3.419015e-7,0.0009776378,0.9922178,0.0003029688],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007823028,0.9969606,0.00008201008,0.0001031845,0.000194356,0.0007978114,0.0001578568,0.0000792331,0.000842687],"genre_scores_gemma":[0.0001262395,0.9877828,0.0001452994,0.0004248121,0.0003031662,0.00008306369,0.001402862,0.00008533635,0.009646359],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9878356,"threshold_uncertainty_score":0.9999217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05769971732755222,"score_gpt":0.2938102310653943,"score_spread":0.2361105137378421,"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."}}