{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03270631,0.00007891091,0.0002337179,0.0004069946,0.0008534725,0.00002744465,0.0003201746,0.00005052303,0.00002508628],"category_scores_gemma":[0.004111729,0.00004982661,0.0000558453,0.002456627,0.001561887,0.0000716188,0.0001042446,0.0008611378,0.00001197294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008012996,"about_ca_system_score_gemma":0.002846526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006700367,"about_ca_topic_score_gemma":0.0003914156,"domain_scores_codex":[0.9919868,0.005123011,0.000528325,0.0002903493,0.001359096,0.0007124376],"domain_scores_gemma":[0.9936363,0.004125207,0.0001503262,0.0006145778,0.001368167,0.0001054157],"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":[0.00008516848,0.0007092828,0.001640014,0.001266956,0.00003958184,1.304301e-7,0.3194976,0.00008517267,0.0002711142,0.655964,0.004006648,0.01643438],"study_design_scores_gemma":[0.0009813237,0.0006289348,0.009962394,0.0005692435,0.000006530986,3.019097e-7,0.8884615,0.003365436,0.0009713254,0.08027366,0.01468117,0.00009820684],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8259053,0.01511314,0.001795918,0.1055452,0.0001152843,0.007919958,0.00002025785,0.00002324666,0.04356164],"genre_scores_gemma":[0.9951209,0.00057709,0.0003780724,0.0000417083,0.00004740659,0.0006244932,0.000004114991,0.00001630239,0.003189919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5756903,"threshold_uncertainty_score":0.9960324,"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."}}