{"id":"W4392116706","doi":"10.15173/m.v1i39.3303","title":"Healthcare Disparities","year":2022,"lang":"en","type":"article","venue":"The Meducator","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Health care; Population health; Medicine; Environmental health; Nursing; Public health; Economics; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.003584342,0.0003249265,0.0006135856,0.001602763,0.003021729,0.002922549,0.001098816,0.002617943,0.09737596],"category_scores_gemma":[0.01084092,0.0001902732,0.0006673399,0.002371175,0.001161366,0.00201824,0.005889502,0.002602509,0.006922272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002791973,"about_ca_system_score_gemma":0.01157678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02046825,"about_ca_topic_score_gemma":0.02289212,"domain_scores_codex":[0.995917,0.0009183338,0.0002939275,0.0004709017,0.001251708,0.001148089],"domain_scores_gemma":[0.9964461,0.0008281059,0.0004179988,0.0003085252,0.0009988177,0.001000432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004302842,0.0001238052,0.01705144,0.0008514056,0.00007944468,0.0002295964,0.002850532,0.00009640129,0.0002092562,0.1577871,0.5791494,0.2415286],"study_design_scores_gemma":[0.00002588117,0.0000347431,0.01269813,0.001785785,0.00002710307,0.0003389935,0.002589925,0.0000800273,0.00006551226,0.03067218,0.9516656,0.00001600706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01045489,0.03390121,0.002321021,0.2996418,0.01045435,0.0004996753,0.0105099,0.0001924696,0.6320246],"genre_scores_gemma":[0.2883593,0.1021213,0.00853181,0.3907394,0.01193571,0.001783797,0.01839129,0.0002797518,0.1778576],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09737596,"threshold_uncertainty_score":0.3257551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06334797448050701,"score_gpt":0.4503038807464858,"score_spread":0.3869559062659788,"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."}}