{"id":"W1804019125","doi":"10.1111/j.1365-2702.2012.04207.x","title":"Caring to achieve the maximum independence possible: a synthesis of qualitative evidence on older adults’ adaptation to dependency","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Nursing","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Research Foundation","funders":"","keywords":"CINAHL; PsycINFO; MEDLINE; Adaptation (eye); Psychology; Cochrane Library; Qualitative research; Feeling; Dependency (UML); Social psychology; Applied psychology; Nursing; Medicine; Psychological intervention; Computer science; Sociology; Psychiatry","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01050979,0.0001786702,0.0007081381,0.0002603144,0.000344759,0.00001654198,0.0004389651,0.0002657723,0.00006623581],"category_scores_gemma":[0.01628428,0.0001186271,0.000289604,0.0005404452,0.00008454265,0.0004191051,0.00005701765,0.001348462,0.00006177311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002315508,"about_ca_system_score_gemma":0.0004810923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000218281,"about_ca_topic_score_gemma":0.00004829115,"domain_scores_codex":[0.9933872,0.002651729,0.002210106,0.0002171785,0.001005626,0.0005281731],"domain_scores_gemma":[0.9814046,0.01540084,0.001484278,0.000322941,0.0009113379,0.0004760044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.007072939,0.0006670346,0.01338219,0.0001678669,0.0000971015,0.000007181712,0.4276555,0.000144264,0.0001586673,0.0004243529,0.00346188,0.546761],"study_design_scores_gemma":[0.001287504,0.002961468,0.4709086,0.03698929,0.0003948752,0.00002966971,0.4833845,0.00006150276,0.0006549868,0.002766995,0.0001900794,0.0003704438],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970642,0.0006330745,0.01038502,0.01186348,0.004998979,0.0006204153,0.000006283396,0.00001421099,0.0008365876],"genre_scores_gemma":[0.9927223,0.00007973304,0.005162995,0.0005703143,0.001362349,0.00001439326,2.749141e-7,0.00002379244,0.00006380433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5463906,"threshold_uncertainty_score":0.992002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2042796202510476,"score_gpt":0.543886229199967,"score_spread":0.3396066089489194,"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."}}