{"id":"W2972805768","doi":"10.29173/aar31","title":"Small fibre neuropathy in sarcoidosis","year":2019,"lang":"en","type":"article","venue":"Alberta Academic Review","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Sarcoidosis; Medicine; Presentation (obstetrics); Dermatology; Peripheral neuropathy; Cutaneous Sarcoidosis; Peripheral nerve; Surgery; Diabetes mellitus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008208722,0.0002412459,0.000847246,0.0001532846,0.00002475633,0.00001044744,0.000350541,0.0002232729,0.001671373],"category_scores_gemma":[0.0006554584,0.000185093,0.0002421536,0.0007838397,0.00004645536,0.0001092242,0.0001494844,0.001237702,0.003823613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007551313,"about_ca_system_score_gemma":0.0001260987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004246607,"about_ca_topic_score_gemma":0.00004475811,"domain_scores_codex":[0.9976113,0.0002015918,0.0006795438,0.0005413182,0.0004161258,0.000550071],"domain_scores_gemma":[0.9984866,0.0004649864,0.0001115263,0.0006424996,0.00006087801,0.0002335568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001066465,0.000211401,0.8415583,0.01310755,0.00006435766,0.00006240337,0.0001560436,0.000001112548,0.02472013,0.0006457015,0.01687497,0.1024914],"study_design_scores_gemma":[0.00267045,0.0005701972,0.2018244,0.03708411,0.0002809799,0.0005459395,0.00003365262,0.0002710993,0.003199982,0.0001063686,0.752674,0.0007387694],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7689565,0.1795645,0.000001189019,0.02240634,0.000136249,0.001926943,0.000002458704,0.00002965259,0.0269762],"genre_scores_gemma":[0.5098162,0.4490484,0.00009871495,0.02167363,0.0001924104,0.0001110885,0.00003230396,0.00006814418,0.01895913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7357991,"threshold_uncertainty_score":0.9992412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05370043509462567,"score_gpt":0.3323270607877322,"score_spread":0.2786266256931065,"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."}}