{"id":"W4388979039","doi":"10.56397/sssh.2023.11.01","title":"Accessibility of Gynecological Healthcare Services in Canada Under Immigration Policies","year":2023,"lang":"en","type":"article","venue":"Studies in Social Science & Humanities","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Immigration; Health care; Government (linguistics); Stigma (botany); Business; Economic growth; Political science; Population; Language barrier; Public relations; Nursing; Medicine; Environmental health; Economics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001766959,0.000142652,0.0004539277,0.0002239684,0.002135002,0.00001031695,0.0004669816,0.00008793508,0.0000548537],"category_scores_gemma":[0.0002545041,0.0001222448,0.0000256629,0.001912602,0.00130978,0.0002883136,0.0004988982,0.000346783,0.000008704512],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004121474,"about_ca_system_score_gemma":0.002640873,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9173983,"about_ca_topic_score_gemma":0.9974343,"domain_scores_codex":[0.9968584,0.0004084414,0.0007835915,0.000328051,0.0006471341,0.0009743709],"domain_scores_gemma":[0.9984013,0.0007165913,0.0002731895,0.0001500395,0.0004065321,0.00005231893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001886195,0.00001848818,0.7984721,0.0007939045,0.00000432719,0.000004465706,0.1567942,0.00002021965,0.00001166081,0.04255914,0.0008456035,0.0004570586],"study_design_scores_gemma":[0.0001007775,0.00001971102,0.5181797,0.0001586993,0.000001186496,3.321276e-8,0.4724504,0.00001362222,0.000004070356,0.00868824,0.0003241769,0.00005933289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853185,0.0006171992,1.114676e-7,0.002584354,0.0009841485,0.0005311402,0.00002720847,0.00005406148,0.00988325],"genre_scores_gemma":[0.9973595,0.00051276,0.000007899777,0.00151017,0.0001610017,0.0001397431,0.000005302891,0.000006190538,0.0002974093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3156563,"threshold_uncertainty_score":0.9997015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.214311366667544,"score_gpt":0.5258724596889779,"score_spread":0.3115610930214339,"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."}}