{"id":"W7081938588","doi":"10.51584/ijrias.2025.100800069","title":"Associated Factors of Mental Well-Being among Nurses in Private Hospitals in Leyte","year":2025,"lang":"en","type":"article","venue":"International Journal of Research and Innovation in Applied Science","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Quarter (Canadian coin); Scale (ratio); Work time; Positive correlation; Work (physics); Mental illness","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004527017,0.0001020925,0.0001289058,0.0005524213,0.0005198992,0.0005277005,0.0002246041,0.0002251234,0.001211548],"category_scores_gemma":[0.001324326,0.0001712479,0.0001904996,0.0004810686,0.000361036,0.0002782765,0.0009251689,0.0003745462,0.0001102292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007906137,"about_ca_system_score_gemma":0.001070486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01800065,"about_ca_topic_score_gemma":0.0466056,"domain_scores_codex":[0.9995238,0.0001393268,0.00004888881,0.00004549244,0.00009245528,0.000150075],"domain_scores_gemma":[0.9989048,0.0001553644,0.0004546325,0.00003364932,0.0001452051,0.0003062989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003164835,0.00005317842,0.996168,0.00002008283,0.000009581709,0.000117727,0.001434015,0.00002417624,0.0001938835,0.00002994232,0.0001347323,0.001782979],"study_design_scores_gemma":[0.000001765015,0.00006710495,0.9920667,0.0000209915,0.000003432198,0.00009518536,0.00733031,0.00005919015,0.00003280495,0.00001191733,0.0003071534,0.000003446637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999685,0.00004803099,0.00001003637,0.00005794982,0.000003167544,0.000002627629,0.00002806378,2.71817e-7,0.0001646745],"genre_scores_gemma":[0.9996847,0.00006942081,0.00002243575,0.00002535691,0.000003100511,0.000005319205,0.00003638076,2.682459e-7,0.0001529972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01800065,"threshold_uncertainty_score":0.03579175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01928768180443105,"score_gpt":0.3434090009399672,"score_spread":0.3241213191355362,"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."}}