{"id":"W4385667516","doi":"10.1186/s12939-023-01947-x","title":"Health needs of migrant female head porters in Ghana: evidence from the Greater Accra and Greater Kumasi Metropolitan areas","year":2023,"lang":"en","type":"article","venue":"International Journal for Equity in Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Metropolitan area; Medicine; Health care; Public health; Attendance; Health services research; Environmental health; Health promotion; Mental health; Needs assessment; Socioeconomics; Gerontology; Nursing; Economic growth; Political science; Sociology","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":[0.0006567542,0.0002639166,0.0002728337,0.0007710797,0.0009335953,0.0005382028,0.0003801704,0.0004327499,0.002885793],"category_scores_gemma":[0.001931658,0.000247851,0.0002083494,0.001135241,0.0007918541,0.0007105779,0.000868362,0.0004649615,0.0001640928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007230479,"about_ca_system_score_gemma":0.001550406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03645654,"about_ca_topic_score_gemma":0.08750608,"domain_scores_codex":[0.9996798,0.0001230477,0.00003426728,0.0000272185,0.00004352923,0.00009211764],"domain_scores_gemma":[0.9988412,0.0002618113,0.0005047527,0.00002495305,0.000123153,0.0002441288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001707538,0.0001271123,0.923897,0.001133335,0.00006332639,0.002350682,0.05133334,0.0000402276,0.0007638989,0.0002878939,0.001198142,0.01863429],"study_design_scores_gemma":[0.00001724244,0.0001592927,0.8767082,0.0007667837,0.00003861698,0.0007442544,0.1189783,0.00003444657,0.00006178973,0.00005477098,0.002427498,0.000008818916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976022,0.001012181,0.00001402767,0.0006334973,0.000008728636,0.00001545784,0.00009618405,6.955084e-7,0.0006170818],"genre_scores_gemma":[0.9971022,0.002234946,0.00007239317,0.0002478455,0.00001060419,0.0000276975,0.00007705764,9.470173e-7,0.0002262987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03645654,"threshold_uncertainty_score":0.07248867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1381388764263413,"score_gpt":0.4516741064548296,"score_spread":0.3135352300284883,"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."}}