{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03131084,0.002315286,0.003763484,0.002279832,0.003332799,0.001684877,0.002306685,0.002865444,0.02366825],"category_scores_gemma":[0.02425881,0.001907539,0.002271516,0.001643487,0.001811336,0.002237545,0.002191388,0.00312063,0.01050752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003559465,"about_ca_system_score_gemma":0.01831946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004180086,"about_ca_topic_score_gemma":0.00583773,"domain_scores_codex":[0.9872372,0.006591637,0.002501966,0.001366046,0.001473999,0.0008291283],"domain_scores_gemma":[0.9846218,0.002745203,0.002827133,0.002878714,0.004655283,0.002271995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.2152928,0.07426709,0.208304,0.04416453,0.001408477,0.005242866,0.01284083,0.007106899,0.01479646,0.01389767,0.1261131,0.2765653],"study_design_scores_gemma":[0.102025,0.1629403,0.4017708,0.01388666,0.0006815101,0.001927776,0.007737015,0.005127325,0.004724122,0.005949571,0.2923376,0.0008922809],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.01476743,0.0002650471,0.004333102,0.0001736166,0.00009324051,0.9720506,0.006130259,0.00007695876,0.002109851],"genre_scores_gemma":[0.0105351,0.0001661607,0.005148949,0.0002250382,0.00003928348,0.9811731,0.00209497,0.000009467977,0.0006078612],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03131084,"threshold_uncertainty_score":0.1655895,"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."}}