{"id":"W4413517214","doi":"10.64628/aam.t7jscfnn9","title":"Public health authorities need to reassess how they market to racialized groups","year":2019,"lang":"en","type":"article","venue":"","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Public health; Business; Public administration; Political science; Public relations; Medicine; Nursing","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":[0.03401788,0.0006995568,0.0008499985,0.002113999,0.01710631,0.01709802,0.004192028,0.01809764,0.07237287],"category_scores_gemma":[0.09652504,0.0008792162,0.001377906,0.001410207,0.01304,0.02139317,0.0158762,0.02655265,0.01256983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008863606,"about_ca_system_score_gemma":0.0433479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03186616,"about_ca_topic_score_gemma":0.07702053,"domain_scores_codex":[0.9681093,0.01208533,0.001018029,0.001387198,0.00677706,0.01062304],"domain_scores_gemma":[0.9088522,0.0214788,0.004666472,0.002895122,0.01866009,0.04344734],"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":[0.00008472616,0.0004209372,0.01449037,0.000393586,0.00004458215,0.0005651907,0.03087662,0.0001437171,0.0007622817,0.1091346,0.749332,0.09375144],"study_design_scores_gemma":[0.00007183271,0.0001547653,0.01097395,0.0017615,0.00003034681,0.0002581691,0.1070923,0.0001799788,0.0003044097,0.04071658,0.8383485,0.0001077486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005899209,0.001088232,0.0006319274,0.9623388,0.01006755,0.00004523132,0.00004917104,0.00003783755,0.0198421],"genre_scores_gemma":[0.08045719,0.002521355,0.002298487,0.85437,0.008632204,0.0002503698,0.00007903551,0.000229916,0.05116152],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07237287,"threshold_uncertainty_score":0.2421114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1194812056184666,"score_gpt":0.4395793882738009,"score_spread":0.3200981826553343,"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."}}