{"id":"W2157514226","doi":"10.1177/1049732303251193","title":"The Koala has Claws: Applications of the Shifting Perspectives Model in Research of Chronic Illness","year":2003,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Diabetes Management and Education","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Perspective (graphical); Qualitative research; Chronic disease; Lived experience; Medicine; Psychology; Grounded theory; Medical illness; Disease; Psychiatry; Illness behavior; Psychotherapist; Family medicine; Sociology; Pathology","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":[0.1020274,0.001800023,0.001851051,0.01507416,0.01419543,0.01707105,0.004458989,0.005393249,0.004490974],"category_scores_gemma":[0.08278047,0.002143414,0.002330833,0.01926651,0.07158614,0.03344172,0.0185645,0.008104522,0.0007307332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02331594,"about_ca_system_score_gemma":0.02170716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01736458,"about_ca_topic_score_gemma":0.02827153,"domain_scores_codex":[0.864194,0.1247993,0.002949682,0.002079214,0.004740961,0.001236877],"domain_scores_gemma":[0.8200296,0.1647088,0.00411622,0.004798198,0.004207605,0.002139569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002316189,0.0000235137,0.0009905826,0.0008484466,0.00004400778,0.0003687431,0.3452577,0.0003232922,0.0000991341,0.6153089,0.003087984,0.03362441],"study_design_scores_gemma":[0.00005025866,0.00004662812,0.00105171,0.003253185,0.00004205435,0.0006243584,0.1919776,0.001223225,0.0001248626,0.7459089,0.05563056,0.00006658583],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04749353,0.07821903,0.4523717,0.1708685,0.003427535,0.002554153,0.0004559698,0.0003384762,0.2442713],"genre_scores_gemma":[0.6293853,0.04181329,0.2949197,0.0127664,0.0006867821,0.01026149,0.0002334439,0.000289701,0.009643866],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1020274,"threshold_uncertainty_score":0.5395789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6188403972222534,"score_gpt":0.6390620238172839,"score_spread":0.02022162659503057,"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."}}