{"id":"W2103119818","doi":"10.1093/cid/cis1015","title":"Spectrum of Illness in International Migrants Seen at GeoSentinel Clinics in 1997–2009, Part 1: US-Bound Migrants Evaluated by Comprehensive Protocol-Based Health Assessment","year":2012,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Centers for Disease Control and Prevention","keywords":"Medicine; Tuberculosis; Protocol (science); Immigration; Malaria; Environmental health; Developing country; Medical diagnosis; Family medicine; Ethnic group; Pediatrics; Alternative medicine; Immunology; Pathology","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":[0.001072613,0.0003550062,0.0002589601,0.0009939745,0.0006241389,0.0004508978,0.0003991892,0.000439365,0.0009741515],"category_scores_gemma":[0.002103346,0.0002522416,0.0002528008,0.000809911,0.0004163913,0.0005409337,0.0009271654,0.000418054,0.0001226223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000883335,"about_ca_system_score_gemma":0.0007645127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01986344,"about_ca_topic_score_gemma":0.02681098,"domain_scores_codex":[0.9995062,0.0001280351,0.00007472245,0.00008864444,0.00006533832,0.0001371357],"domain_scores_gemma":[0.9990132,0.0001020418,0.0004843886,0.00003715493,0.0001611476,0.0002020727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006737316,0.00002966587,0.9982439,0.00001011123,0.000008337867,0.0001893944,0.0004737578,0.00003051683,0.0001366237,0.000009057533,0.0001388029,0.0006624927],"study_design_scores_gemma":[0.000006894859,0.000137416,0.9982798,0.00001263318,0.000006260992,0.0002355172,0.001087722,0.00006775143,0.00004054177,0.000006311481,0.0001165439,0.000002697772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999124,0.00005778461,0.00002424368,0.000032141,0.000003211461,0.00005089043,0.0004475711,0.000002181889,0.0002579844],"genre_scores_gemma":[0.9989601,0.00006124757,0.00008925571,0.00005447243,0.000004325472,0.00006461357,0.0006491652,0.000001355857,0.0001154107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01986344,"threshold_uncertainty_score":0.03949565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07212336755265214,"score_gpt":0.4771944591490856,"score_spread":0.4050710915964335,"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."}}