{"id":"W4410148677","doi":"10.1371/journal.pone.0321021","title":"CLEFT-Q SwePsych protocol: A prospective observational study to investigate the psychometric characteristics test-retest reliability, responsiveness, and interpretability of CLEFT-Q","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Cleft Lip and Palate Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact; Engineering Link (Canada)","funders":"Region Skåne","keywords":"Interpretability; Observational study; Medicine; Reliability (semiconductor); Test (biology); Quality of life (healthcare); Population; Protocol (science); Clinical psychology; Physical therapy; Family medicine; Psychology; Internal medicine; Alternative medicine; Pathology; Computer science","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":[0.001138175,0.0001738638,0.0002969779,0.0001374513,0.0001203254,0.00004771814,0.0003419887,0.00008984689,0.00001456225],"category_scores_gemma":[0.006038759,0.0001350882,0.00005197158,0.0008373229,0.000258198,0.00000749182,0.0004052624,0.0002160228,0.000003727496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003378652,"about_ca_system_score_gemma":0.000241768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000365299,"about_ca_topic_score_gemma":0.00004277456,"domain_scores_codex":[0.9981467,0.0002809588,0.0004419574,0.000547284,0.0003534153,0.000229669],"domain_scores_gemma":[0.9979948,0.000379766,0.0001076294,0.0007407185,0.0006737412,0.0001033627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006454952,0.002712105,0.8745292,0.0002332486,0.0001190084,3.775093e-7,0.0001760235,9.771237e-7,0.1211216,0.00004130982,0.00009728999,0.0003232773],"study_design_scores_gemma":[0.0006373727,0.001347553,0.9748464,0.0001347123,0.00004443296,5.033692e-7,0.00009404244,0.0000772858,0.02167235,0.0006382543,0.0003771165,0.0001300011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701347,0.00001060862,0.00002887947,0.001164041,0.00002689817,0.02821586,0.00006944541,0.00001274157,0.0003368232],"genre_scores_gemma":[0.9870224,0.00001383532,0.0004413164,0.0002416204,0.00006273212,0.01178265,0.00001619906,0.00001542319,0.0004038125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1003171,"threshold_uncertainty_score":0.7229394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07662177757438218,"score_gpt":0.3501457687383286,"score_spread":0.2735239911639464,"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."}}