{"id":"W4250925185","doi":"10.1016/j.idc.2018.10.014","title":"Migration Medicine","year":2019,"lang":"en","type":"review","venue":"Infectious Disease Clinics of North America","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Tuberculosis; Malaria; Strongyloidiasis; Population; Environmental health; Disease; Schistosomiasis; Hepatitis B; Infectious disease (medical specialty); Family medicine; Immunology; Pathology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007688522,0.0003664098,0.0017364,0.00028832,0.00008954229,0.000006318622,0.0002534251,0.0002246178,0.0009803736],"category_scores_gemma":[0.0004329622,0.0002883909,0.0007633333,0.000349498,0.0003348691,0.00006664182,0.00006784983,0.0005458878,0.003566346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005269187,"about_ca_system_score_gemma":0.0003709565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00021844,"about_ca_topic_score_gemma":0.0001085402,"domain_scores_codex":[0.9980337,0.0002478019,0.001004714,0.000411647,0.00005013308,0.0002519965],"domain_scores_gemma":[0.9970848,0.0008699315,0.001187333,0.0006292635,0.0001582653,0.00007043911],"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":[0.00002827317,0.0002787402,0.008799599,0.002705856,0.000719103,0.000004348729,0.00002685404,0.000006317333,2.205151e-7,0.00001795549,0.007640713,0.979772],"study_design_scores_gemma":[0.0002581768,0.0003308389,0.002051259,0.002056894,0.002503637,0.00001754338,0.000004640627,0.000001806922,4.657034e-8,0.00001618691,0.9925081,0.0002508548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005697646,0.9946784,0.0000614765,0.00003410446,0.00222375,0.0005760064,0.0005740057,0.00007794238,0.001204492],"genre_scores_gemma":[0.0008885578,0.9939606,0.000003988934,0.0001294784,0.0001307225,0.00007399709,0.003237789,0.00003919018,0.001535697],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9848674,"threshold_uncertainty_score":0.9999568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04372773324956754,"score_gpt":0.3858434019721848,"score_spread":0.3421156687226173,"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."}}