{"id":"W2624097593","doi":"10.1097/mcp.0000000000000401","title":"Many faces of neurosarcoidosis","year":2017,"lang":"en","type":"review","venue":"Current Opinion in Pulmonary Medicine","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek; ZonMw","keywords":"Medicine; Neurosarcoidosis; Sarcoidosis; MEDLINE; Dermatology","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":[0.001103358,0.000704453,0.004454441,0.001417009,0.0001081319,0.00001765049,0.0008609892,0.0004225828,0.0004616994],"category_scores_gemma":[0.0008364995,0.0004817809,0.0006920586,0.0007048184,0.0007610525,0.0001194813,0.0003420823,0.001569018,0.00008158728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001576449,"about_ca_system_score_gemma":0.0005413434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007145798,"about_ca_topic_score_gemma":8.786265e-7,"domain_scores_codex":[0.995037,0.0003247065,0.001848915,0.0009090392,0.001242448,0.0006378453],"domain_scores_gemma":[0.9965121,0.0004369898,0.0009716847,0.001526943,0.0001830183,0.0003693313],"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":[0.00005319245,0.0005647976,0.0009461381,0.09786531,0.00007016915,0.0000397516,0.00003005052,6.487544e-8,0.000007009418,0.00006729861,0.005743479,0.8946127],"study_design_scores_gemma":[0.0006905536,0.000367903,0.001200926,0.1553465,0.0003319414,0.00027713,0.0000222789,0.00003276429,0.000001641751,0.0000258655,0.8414204,0.0002820184],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001811004,0.9900129,0.000005442507,0.0006235982,0.005450461,0.00175324,0.00008369511,0.00003783337,0.002014699],"genre_scores_gemma":[0.0001622246,0.9958514,0.00001729176,0.00001104872,0.002295891,0.0002166255,0.000636427,0.00009007411,0.0007189998],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8943307,"threshold_uncertainty_score":0.9997634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4753320927886456,"score_gpt":0.5373101574066624,"score_spread":0.0619780646180168,"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."}}