{"id":"W3107984689","doi":"10.3389/fmed.2020.594118","title":"Sarcoidosis and Cancer: A Complex Relationship","year":2020,"lang":"en","type":"review","venue":"Frontiers in Medicine","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Sarcoidosis; Medicine; Malignancy; Lymphoma; Cancer; Pathology; Disease; Differential diagnosis; Dermatology; Granuloma; 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"],"consensus_categories":[],"category_scores_codex":[0.0005891581,0.0004728039,0.004001287,0.0008301251,0.00008792488,0.0000167598,0.000233549,0.0004086689,0.000283391],"category_scores_gemma":[0.0008515353,0.0003354185,0.0002280099,0.001363381,0.0004937521,0.00004872896,0.0001128302,0.001380863,0.00002205261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004030978,"about_ca_system_score_gemma":0.0004430744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000201781,"about_ca_topic_score_gemma":0.00001649482,"domain_scores_codex":[0.9970317,0.0002640332,0.0008861045,0.0006924197,0.0006596275,0.0004661469],"domain_scores_gemma":[0.9985204,0.0003219946,0.0002183203,0.0004115156,0.00006630303,0.0004614795],"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":[0.000040779,0.00004290055,0.01316946,0.01460915,0.0002054112,0.0001394433,0.0001631361,3.897517e-8,0.00000121739,0.00004544434,0.1094088,0.8621742],"study_design_scores_gemma":[0.001188497,0.0002309229,0.002461537,0.02511019,0.001351279,0.0001069524,0.0001377639,0.0001093852,2.068418e-7,0.00007207544,0.9689754,0.000255755],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000011143,0.9898781,0.0001434177,0.00646499,0.0004375624,0.001328092,0.00003990828,0.00005213655,0.001644685],"genre_scores_gemma":[0.00005939661,0.9945495,0.00246433,0.0005480426,0.0009459847,0.0002262163,0.0002073893,0.000080757,0.0009184045],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8619184,"threshold_uncertainty_score":0.9999098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1898660275735236,"score_gpt":0.4305832756869848,"score_spread":0.2407172481134612,"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."}}