{"id":"W4403190305","doi":"10.7759/cureus.70991","title":"Evaluating Pre-travel Health Consultations for Business and Occupational Travelers: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"Cureus","topic":"Travel-related health issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Business travel; Systematic review; Family medicine; MEDLINE; Environmental health; Tourism","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01231191,0.001599927,0.009810632,0.00884073,0.0008896675,0.003607602,0.002333632,0.002980014,0.005646514],"category_scores_gemma":[0.06105482,0.001139454,0.008812704,0.008852416,0.0008216798,0.00309622,0.001569435,0.001624614,0.0003102314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005760558,"about_ca_system_score_gemma":0.01712015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01005742,"about_ca_topic_score_gemma":0.02945825,"domain_scores_codex":[0.9869298,0.005188982,0.004302667,0.0006719148,0.00257553,0.0003311496],"domain_scores_gemma":[0.9453163,0.04260519,0.007220404,0.0004640127,0.003826136,0.0005679512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002086521,0.0000239792,0.0004358426,0.9692388,0.00485813,0.00007135161,0.0002044424,0.00005468073,0.00007045472,0.00007355683,0.0005901637,0.02416999],"study_design_scores_gemma":[0.0002970942,0.0002700444,0.002714419,0.9402903,0.04780702,0.0002598946,0.0003905649,0.00008270773,0.0001227313,0.0001066323,0.007628599,0.00003004617],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001663007,0.9965103,0.000149355,0.000257569,0.00009991955,0.0007711273,0.0002559671,0.000008597154,0.0002840973],"genre_scores_gemma":[0.022099,0.9745471,0.0009705864,0.0005300939,0.0001045052,0.001397877,0.0002184734,0.000006116431,0.0001263131],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01231191,"threshold_uncertainty_score":0.06511235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2699954245553424,"score_gpt":0.5504234953831718,"score_spread":0.2804280708278294,"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."}}