{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003148443,0.00009736832,0.0002737138,0.00008456158,0.00005209309,0.00003087726,0.00005596559,0.00003738872,0.00004510287],"category_scores_gemma":[0.00007249377,0.00007247873,0.00003175952,0.000198674,0.00008337963,0.00005460586,0.00007281617,0.00007709374,0.0001401204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005719419,"about_ca_system_score_gemma":0.00009827673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002132459,"about_ca_topic_score_gemma":0.00004869824,"domain_scores_codex":[0.9990144,0.00007005908,0.0001312106,0.0002123342,0.0003757698,0.0001961706],"domain_scores_gemma":[0.9993031,0.00005405066,0.0000218245,0.0002021652,0.0001299591,0.000288923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009082271,0.004757201,0.9241306,0.00004774617,0.0003144054,0.0002085064,0.01543382,0.00000112626,0.00581862,0.0002500953,0.02724066,0.02088903],"study_design_scores_gemma":[0.01185412,0.003854855,0.9444081,0.00005023344,0.0001561232,0.0001624391,0.02014248,0.0005287679,0.006074334,0.0001573497,0.01234811,0.000263059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985942,0.0006537837,0.000007020328,0.0007223122,0.00004111405,0.0004345251,0.000002688562,0.0000361884,0.01216037],"genre_scores_gemma":[0.9978039,0.00001109134,0.0001922739,0.0001651648,0.0001054354,0.00002907875,0.000003105512,0.000009104201,0.001680867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02062597,"threshold_uncertainty_score":0.2955597,"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."}}