{"id":"W3014013679","doi":"10.2196/16155","title":"Efficacy of Functional Foods, Beverages, and Supplements Claiming to Alleviate Air Travel Symptoms: Protocol for a Systematic Review","year":2020,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Travel-related health issues","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"PsycINFO; MEDLINE; Systematic review; Medicine; Grey literature; Randomized controlled trial; Cochrane Library; Family medicine; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004483227,0.0008372028,0.006070594,0.0006109642,0.0002703549,0.00006000331,0.0006387586,0.000567459,0.000201119],"category_scores_gemma":[0.002472828,0.0006065222,0.0006961969,0.00130292,0.0001578939,0.0001084647,0.0004122246,0.001815723,0.0001360193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005726427,"about_ca_system_score_gemma":0.002625684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000097334,"about_ca_topic_score_gemma":0.000002584114,"domain_scores_codex":[0.9902001,0.001664459,0.003415128,0.001292835,0.002175901,0.001251561],"domain_scores_gemma":[0.9942631,0.00164883,0.001031275,0.001183927,0.0007850938,0.001087784],"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":[0.0007763749,0.0005132242,0.000002163125,0.9170154,0.0004886934,0.00003075681,0.0001364307,4.815016e-8,0.000002097395,0.0001185124,0.02446112,0.05645519],"study_design_scores_gemma":[0.003152221,0.00276343,0.000008802645,0.4976049,0.0002215402,0.00004960473,0.000009064619,0.000002636559,0.000003748368,0.00001015617,0.4959592,0.0002147113],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[1.406442e-8,0.2102409,0.0000841753,0.0009035791,0.000005089182,0.7884593,0.0001597666,0.00006810448,0.00007909098],"genre_scores_gemma":[3.70515e-8,0.1273009,0.000777338,0.0003108973,0.0002357061,0.8703446,0.0001890827,0.0002010302,0.0006404458],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.471498,"threshold_uncertainty_score":0.9996386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5069014845773648,"score_gpt":0.639254163004746,"score_spread":0.1323526784273812,"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."}}