{"id":"W2912176873","doi":"10.14740/jmc.v10i2.3246","title":"Nodular Pulmonary Sarcoidosis","year":2019,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sarcoidosis; Histopathology; Constitutional symptoms; Pulmonary sarcoidosis; Lung; Productive Cough; Lung biopsy; Radiology; Nodule (geology); Biopsy; Pathology; Disease; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002474008,0.000503896,0.0008077187,0.0006850616,0.0007467719,0.000622219,0.0002947842,0.0008288457,0.004530844],"category_scores_gemma":[0.000904264,0.0001829422,0.0003037917,0.0006467889,0.0006507291,0.0006612193,0.000621079,0.0007544768,0.001450531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003335092,"about_ca_system_score_gemma":0.0002854333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006495338,"about_ca_topic_score_gemma":0.0007644449,"domain_scores_codex":[0.9996271,0.00007253261,0.0000358779,0.00007805353,0.00007563209,0.0001107721],"domain_scores_gemma":[0.9996106,0.00009588675,0.0001277254,0.000034902,0.0000413402,0.00008958852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0004250926,0.0002714311,0.136612,0.001700255,0.0001270043,0.7376529,0.0006733333,0.0003723292,0.02575863,0.0037423,0.006352297,0.08631249],"study_design_scores_gemma":[0.00002953757,0.0001404575,0.02646213,0.0001614397,0.00003317124,0.9582265,0.0001638936,0.0001801942,0.001222273,0.0007087289,0.01266039,0.00001130993],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7375,0.1142388,0.01132018,0.003098232,0.0005420518,0.0004575528,0.0009871182,0.000753755,0.1311022],"genre_scores_gemma":[0.9821482,0.008486361,0.001235192,0.001040938,0.0002671202,0.0000356291,0.0002391227,0.00002772982,0.006519792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004530844,"threshold_uncertainty_score":0.01515722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04013297102014303,"score_gpt":0.3492788782899022,"score_spread":0.3091459072697592,"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."}}