{"id":"W2945654258","doi":"10.1016/j.prp.2019.152462","title":"Signet ring cell mesothelioma; A diagnostic challenge","year":2019,"lang":"en","type":"review","venue":"Pathology - Research and Practice","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Mesothelioma; Pathology; Signet ring cell; Medicine; Mesothelial Cell; Adenocarcinoma; Immunohistochemistry; Mucin; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009829379,0.0006421914,0.00184635,0.002884431,0.0003080161,0.001698729,0.0007834907,0.00179783,0.001948617],"category_scores_gemma":[0.002124146,0.0003242852,0.0004365955,0.001855065,0.0008045404,0.0020603,0.000853841,0.002188323,0.00121433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007872772,"about_ca_system_score_gemma":0.0017506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001252912,"about_ca_topic_score_gemma":0.003511929,"domain_scores_codex":[0.9996176,0.00007527927,0.000076449,0.0000670643,0.0001343034,0.00002926248],"domain_scores_gemma":[0.998623,0.0007620436,0.0001990705,0.00003316266,0.0002803227,0.0001023512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0000410162,0.00001977162,0.0005289231,0.01416002,0.00007955619,0.001443767,0.00006490029,0.000198751,0.0007533223,0.002047159,0.05272895,0.9279338],"study_design_scores_gemma":[0.00002259028,0.00005517142,0.001413226,0.0128092,0.000309852,0.01141037,0.0002284616,0.0001609564,0.0002478547,0.00291268,0.9703965,0.00003316502],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006161806,0.9984218,0.00008923143,0.0007461825,0.0002810504,0.000001295025,0.00001040966,0.000006693411,0.0003816905],"genre_scores_gemma":[0.001048919,0.9969634,0.000221397,0.0007808928,0.000697936,0.000002295016,0.00002394008,0.000001555852,0.0002595765],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002884431,"threshold_uncertainty_score":0.006518781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2470558141894926,"score_gpt":0.4882381951061894,"score_spread":0.2411823809166968,"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."}}