{"id":"W1530821962","doi":"10.35493/medu.39.16","title":"Healthcare Disparities","year":2021,"lang":"en","type":"article","venue":"The Meducator","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Racism; Medicine; Health care; Health equity; Socioeconomic status; Prejudice (legal term); Indigenous; Race and health; Institutional racism; Race (biology); Polity; Gender studies; Criminology; Nursing; Public health; Population; Political science; Politics; Sociology; Environmental health; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005150106,0.000122707,0.0002218437,0.00002140422,0.001273451,0.000009994129,0.0002558023,0.0001166462,0.002429012],"category_scores_gemma":[0.0003763666,0.00008168112,0.00005367849,0.0002898323,0.00008708989,0.00004890274,0.0001524188,0.0006257441,0.001959205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002109047,"about_ca_system_score_gemma":0.001427944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001760623,"about_ca_topic_score_gemma":0.001362812,"domain_scores_codex":[0.997586,0.0008551487,0.0003706104,0.0002142377,0.0002460608,0.0007279137],"domain_scores_gemma":[0.998085,0.0006913253,0.000104213,0.0006420123,0.0002245944,0.0002528362],"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":[0.00004859883,0.0001101268,0.1753973,0.000960364,0.00003362272,0.00002257564,0.02228464,0.000001122466,0.0000764798,0.2095915,0.5871706,0.004303103],"study_design_scores_gemma":[0.0002546162,0.00002375144,0.0401383,0.0004396925,0.00001687741,0.00001040607,0.04611092,0.000005104262,0.0001523054,0.008956826,0.9037434,0.0001477809],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6621764,0.01015668,0.00001106403,0.2898142,0.005347271,0.0006046123,0.00003132224,0.0001935632,0.03166493],"genre_scores_gemma":[0.9188891,0.0004761979,0.0003563534,0.03044999,0.001177843,0.0002258844,0.00002783712,0.00002987783,0.04836691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3165728,"threshold_uncertainty_score":0.9988179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06875119147414459,"score_gpt":0.4654456873128159,"score_spread":0.3966944958386713,"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."}}