{"id":"W4287654762","doi":"10.1176/appi.pn.2022.08.8.26","title":"APA Foundation Announces Winners of Awards for Advancing Minority Mental Health","year":2022,"lang":"en","type":"article","venue":"Psychiatric News","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Foundation (evidence); Mental health; Psychology; Engineering ethics; Political science; Engineering; Medicine; Psychiatry; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001604605,0.0001739315,0.0004177766,0.0001918694,0.00238009,0.000004752952,0.0002561919,0.00006537643,0.0005656158],"category_scores_gemma":[0.00008736936,0.0001787813,0.0001188713,0.0007708165,0.0000356915,0.0001369825,0.0001295571,0.0004050971,0.0000279217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009166209,"about_ca_system_score_gemma":0.001153738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006175339,"about_ca_topic_score_gemma":0.002257536,"domain_scores_codex":[0.9966893,0.0006075607,0.00102018,0.00037769,0.0004887548,0.0008165283],"domain_scores_gemma":[0.9981855,0.0002807123,0.0008796122,0.000325954,0.0001224338,0.0002057576],"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":[0.0005822775,0.0002961206,0.1937712,0.001563626,0.000030498,2.548428e-7,0.006657737,0.0001788931,0.00002419853,0.00618747,0.7588488,0.03185895],"study_design_scores_gemma":[0.001775175,0.0007991425,0.003206128,0.00005465276,0.00001809255,0.000001869472,0.02191055,0.0005488532,0.000001603278,0.002953129,0.9685477,0.000183125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8072366,0.01190305,0.003422435,0.08949701,0.03291959,0.01401581,0.001420583,0.0005223667,0.0390626],"genre_scores_gemma":[0.9102366,0.001489692,0.05614297,0.01782824,0.003103018,0.002248918,0.001427051,0.0001100571,0.007413469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2096989,"threshold_uncertainty_score":0.9989187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03265889869033674,"score_gpt":0.4289711365143207,"score_spread":0.3963122378239839,"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."}}