{"id":"W4396889150","doi":"10.1186/s12955-024-02253-y","title":"A scoping review to create a framework for the steps in developing condition-specific preference-based instruments de novo or from an existing non-preference-based instrument: use of item response theory or Rasch analysis","year":2024,"lang":"en","type":"review","venue":"Health and Quality of Life Outcomes","topic":"Psychometric Methodologies and Testing","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University Health Network; University of Toronto; Health Sciences Centre; Canadian Centre for Applied Research in Cancer Control; Children's Hospital of Eastern Ontario; Institute for Clinical Evaluative Sciences; Public Health Ontario; Hospital for Sick Children","funders":"","keywords":"Rasch model; Preference; Item response theory; Dimension (graph theory); CINAHL; MEDLINE; Differential item functioning; Psychology; Computer science; Applied psychology; Psychometrics; Data science; Statistics; Clinical psychology; Mathematics; Psychological intervention; Developmental psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1756937,0.004006442,0.008132933,0.07342356,0.004899992,0.01290526,0.007857926,0.008354917,0.007362908],"category_scores_gemma":[0.3298601,0.002557439,0.00912087,0.05811233,0.005036032,0.01578923,0.007835893,0.005989288,0.002993922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01786417,"about_ca_system_score_gemma":0.09414671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008694798,"about_ca_topic_score_gemma":0.01756958,"domain_scores_codex":[0.8254631,0.0847947,0.06367138,0.004737401,0.01999171,0.001341804],"domain_scores_gemma":[0.6746795,0.2438386,0.02167835,0.008555508,0.04954512,0.001702949],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001118252,0.00007989175,0.001443749,0.577076,0.001790706,0.0006595393,0.006811421,0.001718868,0.0005933403,0.04814797,0.02964079,0.331926],"study_design_scores_gemma":[0.00006555502,0.00007938326,0.000864906,0.8873048,0.001929522,0.0002618573,0.002286087,0.0006650013,0.0002419448,0.01108951,0.09514017,0.00007114057],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002829971,0.7387868,0.1275321,0.02637082,0.004866209,0.07259658,0.005542172,0.0005237151,0.02095164],"genre_scores_gemma":[0.01707449,0.4764565,0.3964498,0.005852932,0.0006040026,0.09688681,0.004186049,0.0001265818,0.002362739],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8243064,"threshold_uncertainty_score":0.929168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9153296354092962,"score_gpt":0.6317443933356811,"score_spread":0.2835852420736151,"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."}}