{"id":"W3006275303","doi":"10.1016/j.tmaid.2020.101579","title":"Adherence to recommendations at a Canadian tertiary care Family Travel Clinic - A single centre analysis","year":2020,"lang":"en","type":"article","venue":"Travel Medicine and Infectious Disease","topic":"Travel-related health issues","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Université de Montréal; University of Alberta; Hospital for Sick Children; SickKids Foundation","funders":"International Society of Travel Medicine","keywords":"Tertiary care; Medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[],"category_scores_codex":[0.0001146034,0.0003131812,0.000671806,0.0005534518,0.0002840872,0.00001743178,0.00009337151,0.0001371417,0.002009847],"category_scores_gemma":[0.0004345027,0.0002764613,0.0001557459,0.001190425,0.0001248223,0.00007372004,0.00003517673,0.0003420326,0.000212256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003518265,"about_ca_system_score_gemma":0.0005525816,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03539076,"about_ca_topic_score_gemma":0.05255862,"domain_scores_codex":[0.9978109,0.00009302555,0.0006165676,0.0006331218,0.0002900366,0.000556378],"domain_scores_gemma":[0.9947863,0.0001088907,0.0001044331,0.0003398435,0.0002034502,0.004457095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007152303,0.0004182631,0.8234232,0.001250673,0.001373621,0.0008315225,0.05768998,0.0000170855,0.001792411,0.00009208095,0.0730883,0.03930762],"study_design_scores_gemma":[0.003375844,0.001753431,0.9681389,0.0004571658,0.003836714,0.00001537851,0.007533942,0.0003546726,0.00004199406,0.00002812517,0.01408621,0.0003775853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8881795,0.004504917,0.0005314923,0.08937819,0.0003463148,0.001888566,0.0003916592,0.0002223455,0.014557],"genre_scores_gemma":[0.9611332,0.0003502629,0.0001128896,0.0370056,0.0003120709,0.00004145868,0.0004598954,0.00003976691,0.0005448249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1447157,"threshold_uncertainty_score":0.9999688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05163968266035106,"score_gpt":0.3294063954199294,"score_spread":0.2777667127595784,"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."}}