{"id":"W4362458959","doi":"10.1080/13607863.2023.2194848","title":"‘The oxygen of shared experience’: exploring social support processes within peer support groups for carers of people with non-memory-led and inherited dementias","year":2023,"lang":"en","type":"article","venue":"Aging & Mental Health","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"Economic and Social Research Council; National Institute for Health and Care Research; Department of Health and Social Care; National Brain Appeal; UK Research and Innovation","keywords":"Peer support; Social support; Psychology; Context (archaeology); Coding (social sciences); Support group; Experiential knowledge; Social psychology; Developmental psychology; Psychiatry; 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":[0.0008935588,0.0001542069,0.0003508462,0.0001408775,0.0004214339,0.00002876458,0.0001090426,0.00002770496,0.00005931589],"category_scores_gemma":[0.00006046186,0.0001158914,0.0000505281,0.0005572534,0.0001693886,0.0001862595,0.00009782552,0.0001037846,0.000002192718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008258927,"about_ca_system_score_gemma":0.0005794934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000278807,"about_ca_topic_score_gemma":0.0002621887,"domain_scores_codex":[0.9979638,0.00003812311,0.0004364137,0.0002942117,0.0007523351,0.0005151205],"domain_scores_gemma":[0.9990681,0.00007578175,0.0002056458,0.000124446,0.0003620174,0.0001639759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001990095,0.0004154697,0.6283545,0.006298536,0.0003872227,0.00002353802,0.3371995,0.000001183131,0.005832174,0.00003421019,0.006972723,0.01249081],"study_design_scores_gemma":[0.009306637,0.004321297,0.6225272,0.0005739545,0.0001112195,0.00003522958,0.336883,0.0001795396,0.02451105,0.00002922491,0.001261653,0.00025996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952785,0.00006299534,0.00004675554,0.00283444,0.00009661196,0.001422668,0.00006491009,0.00004234959,0.000150782],"genre_scores_gemma":[0.9977534,0.0001319603,0.0002258742,0.0001971455,0.00005081893,0.0005453142,0.0003669938,0.00003174412,0.0006967469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01867887,"threshold_uncertainty_score":0.4725915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04763195838194979,"score_gpt":0.3634064138904857,"score_spread":0.3157744555085359,"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."}}