{"id":"W6960642319","doi":"10.1371/journal.pmen.0000065.t001","title":"Difficulty finding help and prevalence rates.","year":2024,"lang":"en","type":"dataset","venue":"Figshare","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Anxiety; Ethnic group; Indigenous; Depression (economics); Diversity (politics); Pandemic; Race (biology); Health care","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008984074,0.0002785318,0.0001965972,0.00008192917,0.00007628323,0.0001689124,0.0004594861,0.0005655242,0.01507812],"category_scores_gemma":[0.001321329,0.0002256642,0.00009496002,0.00008982849,0.00004571027,0.000002913434,0.0009017756,0.0003757268,0.005536517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000163088,"about_ca_system_score_gemma":0.0001677144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000412029,"about_ca_topic_score_gemma":0.00002298756,"domain_scores_codex":[0.9985287,0.00003009333,0.0002600353,0.0004539981,0.0003434375,0.0003837589],"domain_scores_gemma":[0.9991109,0.00003375128,0.00008272763,0.0004495058,0.00009986099,0.0002232393],"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":[0.000006875851,0.00001653299,0.000002131485,0.003786391,0.00003858445,0.00001462198,0.000007885043,2.114439e-7,0.0003476841,5.207693e-8,0.9944483,0.001330708],"study_design_scores_gemma":[0.0001223067,0.0001636503,0.0001036402,0.001559202,0.0000246276,0.00001942158,0.00001974502,0.00002656987,0.001713471,0.00000424194,0.9959545,0.0002886156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008385181,0.004230512,2.586732e-7,0.00006047116,0.0001481284,0.0002654149,0.9950655,0.00001191524,0.0001339985],"genre_scores_gemma":[0.000108392,0.002382681,0.0000253925,0.0001727005,0.0005867802,0.00009082244,0.995087,0.00001959006,0.001526694],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.009541607,"threshold_uncertainty_score":0.9952378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03657598389813424,"score_gpt":0.3199740822212912,"score_spread":0.283398098323157,"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."}}