{"id":"W2727894746","doi":"10.1093/geroni/igx004.3081","title":"IT HAS GIVEN ME A NEW LIFE: PEER MENTORING IN RESIDENTIAL CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"GF Strong Rehabilitation Centre; Toronto Rehabilitation Institute; Research Institute for Aging; University of British Columbia","funders":"","keywords":"Loneliness; Mentorship; Focus group; Psychology; Transformative learning; Qualitative property; Qualitative research; Nursing; Intervention (counseling); Peer mentoring; Medical education; Medicine; Social psychology; Pedagogy; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007826954,0.00009288489,0.0001689989,0.0004974039,0.0006667951,0.00009500637,0.0002074286,0.0001142959,0.0001921703],"category_scores_gemma":[0.001030047,0.0001012746,0.00001868106,0.000473408,0.00002298102,0.0003102261,0.0001155387,0.0004284277,0.00005460851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002675109,"about_ca_system_score_gemma":0.000485897,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008278196,"about_ca_topic_score_gemma":0.003665041,"domain_scores_codex":[0.9985293,0.00007981145,0.0005742449,0.0002057722,0.0002730052,0.0003378951],"domain_scores_gemma":[0.9989671,0.00006811047,0.0003172003,0.0003281596,0.0002784728,0.00004102751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006079498,0.00001806284,0.6165796,0.0001850032,0.00001069655,0.00002048978,0.2101426,0.00003641835,0.001039565,0.001202683,0.1635299,0.007174242],"study_design_scores_gemma":[0.002945157,0.00002105615,0.7343925,0.001210873,0.00001116004,6.753156e-7,0.06291272,0.00006449567,0.0003442793,0.001675496,0.1961547,0.0002669249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8766453,0.0001694761,0.0002506496,0.09769055,0.004379976,0.0004627902,0.000003571655,0.00006462179,0.0203331],"genre_scores_gemma":[0.9928376,0.000005787114,0.0002620281,0.0003508136,0.0008705864,0.00002847749,0.00002465571,0.00001593203,0.005604102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1472299,"threshold_uncertainty_score":0.9983258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1063164817377811,"score_gpt":0.4381839298703235,"score_spread":0.3318674481325424,"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."}}