{"id":"W2064301229","doi":"10.1111/j.1547-5069.2001.00021.x","title":"The Shifting Perspectives Model of Chronic Illness","year":2001,"lang":"en","type":"review","venue":"Journal of Nursing Scholarship","topic":"Diabetes Management and Education","field":"Medicine","cited_by":585,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Perspective (graphical); Qualitative research; Metatheory; Chronic disease; Psychology; Variety (cybernetics); Sociology of health and illness; Medicine; Sociology; Epistemology; Health care; Computer science; Social science; Family 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001930989,0.0002186706,0.001028838,0.0003499004,0.0001776104,0.0001039255,0.0003422763,0.0001517641,0.00001523613],"category_scores_gemma":[0.0006599344,0.0001354272,0.0006023325,0.0004312457,0.0001292485,0.0002843641,0.00001767661,0.001065515,0.00000556643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009918545,"about_ca_system_score_gemma":0.000796918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.211579e-7,"about_ca_topic_score_gemma":2.143505e-7,"domain_scores_codex":[0.998073,0.0001616455,0.0008384306,0.000143899,0.0005098364,0.0002731393],"domain_scores_gemma":[0.997525,0.0002212648,0.001466657,0.000297373,0.0003842206,0.0001054547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002051772,0.0002319498,0.00002010602,0.002610957,0.0002516108,0.000004575375,0.0007160972,0.0000146779,0.000002506386,0.0005412396,0.0004419036,0.9951438],"study_design_scores_gemma":[0.001036097,0.000774156,0.0002884895,0.2608078,0.0102328,0.0004276875,0.004518703,0.0003097195,0.000009013858,0.00382787,0.7172589,0.0005087296],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001017773,0.9942372,0.0001079113,0.0005363857,0.000846878,0.0002598443,8.629063e-7,0.000008105098,0.002985006],"genre_scores_gemma":[0.004093268,0.9932197,0.0003579264,0.00001182171,0.00123125,0.000003098128,0.000003356198,0.00004340917,0.001036187],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9946351,"threshold_uncertainty_score":0.5522562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.13908809816554,"score_gpt":0.4254774257314833,"score_spread":0.2863893275659434,"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."}}