{"id":"W4283585198","doi":"10.1007/s11136-022-03165-4","title":"Item selection, scaling and construct validation of the Patient-Reported Inventory of Self-Management of Chronic Conditions (PRISM-CC) measurement tool in adults","year":2022,"lang":"en","type":"article","venue":"Quality of Life Research","topic":"Diabetes Management and Education","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Nova Scotia Health Research Foundation","keywords":"Construct validity; Construct (python library); Structural equation modeling; Prism; Psychology; Criterion validity; Confirmatory factor analysis; Concurrent validity; Scale (ratio); Internal validity; Psychometrics; Clinical psychology; Medicine; Internal consistency; Statistics; Computer science; Mathematics; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02435949,0.0005059593,0.0007609476,0.001419961,0.0004992592,0.0008408893,0.0007220801,0.0005847982,0.001436801],"category_scores_gemma":[0.05013709,0.0002784251,0.001666916,0.001774861,0.0006350242,0.0007853855,0.001208177,0.0009144573,0.0003086946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006812309,"about_ca_system_score_gemma":0.002252319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001003357,"about_ca_topic_score_gemma":0.002025797,"domain_scores_codex":[0.9865121,0.006767797,0.002419794,0.0007577123,0.003248364,0.0002942393],"domain_scores_gemma":[0.9777173,0.01065982,0.00274207,0.001625009,0.00685821,0.0003976189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006577036,0.0007498227,0.8726259,0.0005546372,0.0005040706,0.0001044479,0.002167213,0.001517189,0.001596347,0.0006933342,0.003852543,0.1149767],"study_design_scores_gemma":[0.0003590395,0.001689317,0.9828194,0.0004199707,0.0001984342,0.0003599753,0.001137225,0.007252898,0.001148577,0.0006894317,0.003883303,0.00004248087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663392,0.0007712027,0.02070824,0.0004842526,0.0001189634,0.005890882,0.002630962,0.000114347,0.002941838],"genre_scores_gemma":[0.9335678,0.0004682409,0.05003358,0.0002348242,0.000043368,0.01209972,0.003145948,0.00002662586,0.0003797778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02435949,"threshold_uncertainty_score":0.1288269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1284964159343392,"score_gpt":0.3811692245893299,"score_spread":0.2526728086549906,"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."}}