{"id":"W2345750528","doi":"10.1684/mst.2015.0526","title":"An exotic non-tropical lung disease","year":2016,"lang":"fr","type":"article","venue":"Médecine et Santé Tropicales","topic":"Fungal Infections and Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blastomycosis; Pneumonia; Blastomyces dermatitidis; Disease; Tropical disease; Medicine; Blastomyces; Lung; Antibiotics; Intensive care medicine; Dermatology; Pathology; Biology; Microbiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001425023,0.0004637477,0.0007216895,0.0001680952,0.0002554375,0.00006197125,0.0002019566,0.000193696,0.002706327],"category_scores_gemma":[0.0007721087,0.0002921433,0.000305855,0.0002694328,0.0006349551,0.0003415073,0.0001265458,0.0003582323,0.0008464052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002874144,"about_ca_system_score_gemma":0.0002016883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004208069,"about_ca_topic_score_gemma":0.00008481875,"domain_scores_codex":[0.9971121,0.0002924168,0.0005936159,0.0007004153,0.0004290116,0.0008724247],"domain_scores_gemma":[0.9972507,0.0006411795,0.00009431481,0.0008472627,0.0001799106,0.0009866805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004093373,0.002080253,0.9237423,0.0003547306,0.0002529043,0.0007018134,0.0001409809,0.000009246372,0.004725573,0.01783372,0.02001435,0.02973479],"study_design_scores_gemma":[0.003665746,0.0008695994,0.9604716,0.001480601,0.0005433823,0.00006502961,0.00009921002,0.000933459,0.0001260464,0.001169248,0.03017949,0.0003966004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8667077,0.02864527,0.04870284,0.04822741,0.004287765,0.0006408568,0.0001869811,0.0002125235,0.002388631],"genre_scores_gemma":[0.9774188,0.00572136,0.0009520105,0.001033538,0.004369792,0.00005909218,0.00001548714,0.00006650994,0.01036335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1107111,"threshold_uncertainty_score":0.9999531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02238379909824542,"score_gpt":0.3293262022740696,"score_spread":0.3069424031758242,"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."}}