{"id":"W2069137101","doi":"10.1007/s11908-008-0070-3","title":"Infectious diseases: A global human resource challenge","year":2008,"lang":"en","type":"article","venue":"Current Infectious Disease Reports","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Intensive care medicine; Medicine; Virology; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00803803,0.00158988,0.001613613,0.001682258,0.002442759,0.006444331,0.002266987,0.007598566,0.05933731],"category_scores_gemma":[0.008336448,0.0003503497,0.000918432,0.00212237,0.004685266,0.009585014,0.006756948,0.005561962,0.00989969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002446739,"about_ca_system_score_gemma":0.0145863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005584711,"about_ca_topic_score_gemma":0.009368203,"domain_scores_codex":[0.9974963,0.001028555,0.000181875,0.0001985151,0.000573159,0.0005214731],"domain_scores_gemma":[0.9886706,0.0031246,0.0007999449,0.0005484937,0.002462686,0.004393791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001356072,0.0001779379,0.002304022,0.001160402,0.00006924323,0.0004311663,0.0004842523,0.0007198303,0.0007812563,0.04284569,0.7578204,0.1930702],"study_design_scores_gemma":[0.00006601911,0.0001825165,0.004158694,0.0009451915,0.0000388788,0.0007130622,0.003853394,0.0005242935,0.0001724449,0.03207119,0.957233,0.00004137427],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002915757,0.03463368,0.002667205,0.9138952,0.01655565,0.00003413166,0.0005293703,0.0002390386,0.02852994],"genre_scores_gemma":[0.1605774,0.2406014,0.0154429,0.4369823,0.07803054,0.0004424698,0.003007353,0.0003942839,0.06452145],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05933731,"threshold_uncertainty_score":0.1985031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01841729296296222,"score_gpt":0.2994499629448782,"score_spread":0.281032669981916,"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."}}