{"id":"W4405964194","doi":"10.1093/geroni/igae098.1971","title":"EXTENDING GERONTOLOGICAL KNOWLEDGE AND THEORY THROUGH ETHNOGRAPHIC CASE STUDY METHODS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Ethnography; Gerontological nursing; Psychology; Sociology; Epistemology; Nursing; Philosophy; Anthropology; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.103319,0.001458942,0.00129907,0.01111862,0.01110455,0.01225642,0.005971818,0.004237233,0.008924908],"category_scores_gemma":[0.06173329,0.001281627,0.0008244055,0.007523808,0.03051445,0.01909458,0.01929302,0.003827737,0.0008215922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01038743,"about_ca_system_score_gemma":0.008538342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006061804,"about_ca_topic_score_gemma":0.01069431,"domain_scores_codex":[0.8654766,0.1224262,0.002892959,0.002883842,0.003513367,0.002807054],"domain_scores_gemma":[0.7852231,0.1938635,0.004914854,0.01051062,0.004040617,0.001447425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007502,0.0004104722,0.003395035,0.001162651,0.00003354331,0.002010691,0.8046232,0.0006553156,0.0005176059,0.1369278,0.002114636,0.04807404],"study_design_scores_gemma":[0.0001168549,0.0002118084,0.002264475,0.004121686,0.00004998991,0.001181282,0.8494493,0.001679024,0.001119235,0.07020631,0.06952811,0.00007190169],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4427725,0.01082251,0.3604899,0.01978198,0.001052471,0.02378064,0.001510973,0.0002485903,0.1395405],"genre_scores_gemma":[0.799698,0.005555735,0.1672056,0.002510604,0.000219467,0.01905067,0.0003783286,0.00009212229,0.005289495],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.103319,"threshold_uncertainty_score":0.5464095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1961325333499894,"score_gpt":0.5503995685529007,"score_spread":0.3542670352029114,"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."}}