{"id":"W7002278638","doi":"","title":"A Multi-Dimensional View on Mental Distress of Alaskan Adults","year":2021,"lang":"en","type":"article","venue":"Journal of Bioresource Management","topic":"Nuclear Structure and Function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Mental health; Mental distress; Distress; Population; Mood; Facet (psychology); Multilevel model; Explained variation","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":[0.0007341337,0.0002538195,0.0001663215,0.001372859,0.0008550122,0.001214501,0.0001768755,0.0002550572,0.002047356],"category_scores_gemma":[0.001302257,0.0001088422,0.0005394699,0.0009718534,0.0006037048,0.0007326643,0.001196214,0.000616608,0.0001050006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006330533,"about_ca_system_score_gemma":0.000426727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02335346,"about_ca_topic_score_gemma":0.0471817,"domain_scores_codex":[0.9996454,0.0001513848,0.00003905002,0.00004150994,0.00008126228,0.00004133521],"domain_scores_gemma":[0.99941,0.0001255788,0.0002304715,0.00002938332,0.00009501068,0.0001096011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005823533,0.0000315066,0.9652403,0.00007728633,0.0001144772,0.0001960283,0.01430294,0.0004056688,0.0006953295,0.0005830446,0.0006987044,0.0175966],"study_design_scores_gemma":[9.04858e-7,0.00004819746,0.9789451,0.0000469961,0.00002533644,0.0001918929,0.01902829,0.0002556797,0.00007036096,0.0002865589,0.001089871,0.00001081187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928818,0.0008918584,0.0004133047,0.0006691416,0.00002259389,0.00001098454,0.0004455028,0.000006025081,0.004658755],"genre_scores_gemma":[0.9986365,0.0004998341,0.0002921981,0.00006152971,0.00001538536,0.00001048482,0.000144914,7.545086e-7,0.0003383664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02335346,"threshold_uncertainty_score":0.04643506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005212115539937246,"score_gpt":0.2189944477537416,"score_spread":0.2137823322138043,"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."}}