{"id":"W2986092641","doi":"10.2196/10959","title":"The Impact of Receiving Pretravel Health Advice on the Prevention of Hajj-Related Illnesses Among Australian Pilgrims: Cohort Study","year":2019,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Travel-related health issues","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hajj; Medicine; Family medicine; Mass gathering; Odds ratio; Travel medicine; Incidence (geometry); Environmental health; Cohort study; Public health; Nursing; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001136577,0.0003579707,0.0004004614,0.0007342317,0.0009823205,0.0009100201,0.0009966429,0.000722141,0.001975518],"category_scores_gemma":[0.005188984,0.0006414048,0.0009835707,0.0009589311,0.00031151,0.0006488943,0.001338807,0.001454524,0.0003435732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008782085,"about_ca_system_score_gemma":0.0009977635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06909903,"about_ca_topic_score_gemma":0.06921183,"domain_scores_codex":[0.998978,0.000206454,0.0001061552,0.000191819,0.0002175039,0.0003001268],"domain_scores_gemma":[0.9980051,0.0001950525,0.0009339509,0.0002040151,0.0003201709,0.0003417103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001409849,0.0001481953,0.9966588,0.00008087954,0.0001280338,0.0001132959,0.0008946165,0.00001211988,0.00008374078,0.00001286616,0.0002567264,0.001469673],"study_design_scores_gemma":[0.000007139353,0.000124872,0.9990331,0.00003048704,0.00005261206,0.0000701742,0.0004957545,0.00004773095,0.00001140734,0.000004725553,0.0001176993,0.000004244426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985258,0.0002529849,0.00003587418,0.00008369763,0.0000129573,0.00007344608,0.0005294409,0.000002611096,0.000483253],"genre_scores_gemma":[0.9989972,0.000232739,0.00009583202,0.00007869813,0.0000109894,0.00006838122,0.0002448517,0.000002150224,0.0002692763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06909903,"threshold_uncertainty_score":0.1373937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03079406853677452,"score_gpt":0.3603016592312647,"score_spread":0.3295075906944901,"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."}}