{"id":"W2759696119","doi":"10.1093/jtm/tax050","title":"The quantified self during travel: mapping health in a prospective cohort of travellers","year":2017,"lang":"en","type":"article","venue":"Journal of Travel Medicine","topic":"Travel-related health issues","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Medicine; Travel medicine; Mental health; Prospective cohort study; Anxiety; Timeline; Occupational safety and health; Family medicine; Psychiatry; Surgery","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":[0.0006707637,0.0002977554,0.0002377672,0.001114362,0.0005233989,0.001093048,0.0004826834,0.0005461674,0.001068773],"category_scores_gemma":[0.002100734,0.0002771126,0.0006099037,0.001083007,0.0002951687,0.0007185596,0.001063308,0.0005259956,0.0003463987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002957757,"about_ca_system_score_gemma":0.0003723748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02239735,"about_ca_topic_score_gemma":0.01922358,"domain_scores_codex":[0.9995191,0.0001402735,0.00005215461,0.0001439009,0.00005550876,0.00008897488],"domain_scores_gemma":[0.9989926,0.0001293767,0.0004358084,0.0001388422,0.000133593,0.0001696497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006368972,0.00001872224,0.9979206,0.00001941436,0.00003257146,0.00004956495,0.0004034178,0.0000389667,0.0001278131,0.00001107583,0.0001035679,0.001210606],"study_design_scores_gemma":[0.000002501234,0.0001005693,0.9977264,0.00001749644,0.00002203937,0.0001800271,0.001444898,0.0002729603,0.00003420894,0.00002599737,0.0001678581,0.00000518202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999201,0.00007690221,0.0001070539,0.0000257611,0.000002009688,0.00001342384,0.0004561842,0.000003162552,0.0001145068],"genre_scores_gemma":[0.9988335,0.0001220882,0.0002199512,0.00002463897,0.000003614264,0.00003726613,0.0006339841,0.000003187077,0.0001218527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02239735,"threshold_uncertainty_score":0.04453397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0407314807086084,"score_gpt":0.3505928048467761,"score_spread":0.3098613241381677,"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."}}