{"id":"W4386100132","doi":"10.1371/journal.pgph.0002310","title":"Imagining a future in global health without visa and passport inequities","year":2023,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McMaster University; McGill University Health Centre","funders":"","keywords":"Political science; Environmental health; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002642227,0.0003557826,0.001166462,0.0002348784,0.0002555439,0.00008555362,0.0001486536,0.0001758172,0.00003708896],"category_scores_gemma":[0.0003839841,0.0003270053,0.00009150035,0.002368755,0.0001299053,0.0002906691,0.0001528595,0.0004325437,0.00008955742],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002085797,"about_ca_system_score_gemma":0.007620424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004575763,"about_ca_topic_score_gemma":0.001840094,"domain_scores_codex":[0.9946837,0.0002642211,0.001094041,0.000683506,0.0008409329,0.002433528],"domain_scores_gemma":[0.9965487,0.00005394745,0.0002794451,0.0004194444,0.0001589268,0.002539563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001273295,0.0002627617,0.8625443,0.001330334,0.0000365515,0.0001422971,0.0006640722,9.382467e-7,5.412846e-7,0.008008452,0.0488865,0.07799595],"study_design_scores_gemma":[0.002085196,0.0005217349,0.8620381,0.0004492555,0.000008250981,0.0003151544,0.004030332,0.0007523073,1.766002e-7,0.0009622922,0.1285672,0.0002699679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6730691,0.004467716,0.00003488874,0.3128096,0.0008009147,0.001073053,0.0003431782,0.0006792437,0.006722306],"genre_scores_gemma":[0.9464859,0.002283647,0.0005362172,0.04954939,0.0006593136,0.00005749832,0.0003006079,0.00002611916,0.0001012822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2734168,"threshold_uncertainty_score":0.9999182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04339358922861225,"score_gpt":0.3640387832706888,"score_spread":0.3206451940420765,"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."}}