{"id":"W2043055015","doi":"10.1007/s00408-011-9285-4","title":"Search for Chronic Beryllium Disease Among Sarcoidosis Patients in Ontario, Canada","year":2011,"lang":"en","type":"article","venue":"Lung","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Children's Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Sarcoidosis; Medicine; Beryllium; ELISPOT; Dermatology; Internal medicine; Immunology; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003417106,0.0001894219,0.0005017414,0.001671857,0.003307329,0.001382454,0.000938555,0.0005467534,0.004124881],"category_scores_gemma":[0.001402235,0.0003044188,0.0004482776,0.004267856,0.0007001485,0.0004514618,0.000643943,0.0005071473,0.0002870828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01959204,"about_ca_system_score_gemma":0.03876355,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9901254,"about_ca_topic_score_gemma":0.9955311,"domain_scores_codex":[0.9993415,0.00004072909,0.00006434793,0.00006650525,0.0002220007,0.000264755],"domain_scores_gemma":[0.997982,0.0001186607,0.0003979228,0.00003254186,0.000941174,0.0005276676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005734646,0.00002793567,0.9941123,0.00006558009,0.00002145463,0.0003916246,0.0006772241,0.00002653213,0.0002833253,0.0000799331,0.001505267,0.00275141],"study_design_scores_gemma":[0.00001552368,0.00003190171,0.9940753,0.00008401327,0.00003651376,0.0003356232,0.003053734,0.0001040188,0.00006866026,0.00002444543,0.002161939,0.000008302327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835842,0.002674195,0.00005921001,0.001497599,0.00002497761,0.00007815281,0.003738332,0.000009492475,0.008333856],"genre_scores_gemma":[0.9951068,0.001573238,0.0001303567,0.0004686572,0.00001950926,0.00001899104,0.0007729788,0.000005526169,0.001903933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01959204,"threshold_uncertainty_score":0.1421508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03157593021678563,"score_gpt":0.2656314216128169,"score_spread":0.2340554913960313,"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."}}