{"id":"W4289180134","doi":"10.9734/ajmah/2022/v20i930511","title":"Personal Factors and Mental Health of Public School Teachers in Lavezares I District, Division of Northern Samar","year":2022,"lang":"en","type":"article","venue":"Asian Journal of Medicine and Health","topic":"Varied Academic Research Topics","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Nonprobability sampling; Psychology; Descriptive statistics; Anxiety; Medical education; Quarter (Canadian coin); Educational attainment; Clinical psychology; Medicine; Psychiatry; Geography; Environmental health; Political science; Population","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":[],"consensus_categories":[],"category_scores_codex":[0.002884794,0.00009779282,0.0004270139,0.0005451257,0.0001767425,0.00001467384,0.0001588206,0.00002559521,0.0001238337],"category_scores_gemma":[0.0002840162,0.00007085813,0.00003601486,0.0003590143,0.0001252496,0.000324783,0.0001325431,0.0006009814,1.409691e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001433842,"about_ca_system_score_gemma":0.0003197698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00201745,"about_ca_topic_score_gemma":0.0003466931,"domain_scores_codex":[0.9982388,0.00009084245,0.0006595928,0.0001117491,0.0006508064,0.0002482322],"domain_scores_gemma":[0.9989011,0.00003168051,0.0008267149,0.00006172591,0.00007265094,0.0001061332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002548356,0.00006113781,0.9284669,0.0002780281,0.00002008568,0.000004317738,0.004900044,8.507752e-7,0.00002249617,0.0003062364,0.004961473,0.06095301],"study_design_scores_gemma":[0.001975968,0.0005504378,0.9407455,0.0002392764,0.000005411324,0.00001797808,0.03839195,0.0000929509,6.814952e-7,0.0002936,0.01762424,0.0000619739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8412813,0.003247424,0.00003021956,0.1549363,0.00009588982,0.0001476036,0.000007407887,0.000002765165,0.0002511186],"genre_scores_gemma":[0.9978104,0.0006400116,0.00003045574,0.00124784,0.0002311553,8.447887e-7,0.00001417496,0.000008800074,0.00001628974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1565291,"threshold_uncertainty_score":0.3049794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06395339421615587,"score_gpt":0.3340598990660522,"score_spread":0.2701065048498963,"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."}}