{"id":"W2111271001","doi":"10.5267/j.msl.2013.03.023","title":"A social work study on the effect of gender on mental ability and depression among institutionalized elderly versus nursing home residents","year":2013,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Psychology; Work (physics); Nursing; Nursing homes; Gerontology; Clinical psychology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003217632,0.0001231254,0.0001567896,0.0002029327,0.002747484,0.00004642679,0.0003646371,0.0000394723,0.0000861469],"category_scores_gemma":[0.0001932945,0.00007626897,0.00003081412,0.0006298107,0.0007629583,0.0001972012,0.0001882269,0.0003803541,0.00009015581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003509273,"about_ca_system_score_gemma":0.00002515688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002548371,"about_ca_topic_score_gemma":0.000003784636,"domain_scores_codex":[0.99675,0.0008865621,0.0002705839,0.0004087019,0.001111804,0.0005723457],"domain_scores_gemma":[0.9987598,0.0006853599,0.0001064891,0.0002996664,0.00002427719,0.000124382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006845701,0.0001200332,0.9772867,0.0001412689,0.00002004938,0.000003866232,0.004992676,0.00001276047,0.0003529307,0.0003561216,0.008945589,0.007083445],"study_design_scores_gemma":[0.002028842,0.0002972645,0.9952592,0.0002135773,0.00001077917,2.2978e-8,0.001927976,0.00003503906,0.00004041186,0.00008249032,0.00003489579,0.0000694613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983934,0.000004569665,0.00001986338,0.00855712,0.0005236908,0.003411545,7.925415e-7,0.00002468812,0.003523727],"genre_scores_gemma":[0.9986305,0.000001469271,0.0000146138,0.0009204571,0.00006251521,0.0003120093,0.000001112221,0.00000635938,0.00005094544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01797255,"threshold_uncertainty_score":0.9985508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06540078633390205,"score_gpt":0.4409570509817558,"score_spread":0.3755562646478537,"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."}}