{"id":"W2116524516","doi":"10.1093/qjmed/hcv039","title":"Sarcoidosis and lymphoma: a comparative study","year":2015,"lang":"en","type":"article","venue":"QJM","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke","funders":"","keywords":"Medicine; Sarcoidosis; Lymphoma; Follicular lymphoma; Anaplastic large-cell lymphoma; Concomitant; Internal medicine; Retrospective cohort study; Gastroenterology; Pathology; Oncology","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":[0.001117321,0.0003461707,0.0005754236,0.001640199,0.0005315122,0.0006765069,0.000287842,0.0006366447,0.003602133],"category_scores_gemma":[0.003539125,0.0002226207,0.0004717874,0.001501192,0.0004638278,0.0006372848,0.0006900912,0.000304417,0.0006009592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003005708,"about_ca_system_score_gemma":0.0003175137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007922046,"about_ca_topic_score_gemma":0.0006496345,"domain_scores_codex":[0.9993054,0.0002413185,0.0001077045,0.0001413079,0.00009673081,0.0001075875],"domain_scores_gemma":[0.9977275,0.001040453,0.0005308173,0.0001793742,0.000213844,0.0003080476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001303982,0.0003320996,0.9837239,0.0001505728,0.0001662716,0.005373382,0.0002722304,0.00003913863,0.0004855704,0.00008223835,0.000175768,0.007894875],"study_design_scores_gemma":[0.0002557828,0.004466488,0.9393405,0.0001452483,0.0002392058,0.05144188,0.001262639,0.0001627779,0.0002313504,0.0001146052,0.002312921,0.00002662018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966334,0.002348673,0.00009583787,0.0000204059,0.00001420415,0.00002692782,0.0001254644,0.00000340001,0.0007316356],"genre_scores_gemma":[0.9982609,0.001017896,0.0001357219,0.00003617923,0.00008966803,0.00003012591,0.0003178156,0.000002467811,0.0001091771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003602133,"threshold_uncertainty_score":0.01205039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1925663548051269,"score_gpt":0.4068327573140915,"score_spread":0.2142664025089646,"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."}}