{"id":"W2468070315","doi":"10.1177/0193945916656616","title":"Construct Validity of Almutairi’s Critical Cultural Competence Scale","year":2016,"lang":"en","type":"article","venue":"Western Journal of Nursing Research","topic":"Cultural Competency in Health Care","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Construct validity; Psychology; Psychometrics; Developmental psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004014695,0.0001040254,0.0003388285,0.0001894558,0.0005583945,0.00009425101,0.0007333388,0.000114923,0.0001618833],"category_scores_gemma":[0.003831983,0.00006494986,0.0001530505,0.0004134221,0.003991202,0.0006379325,0.00005162879,0.0005298272,0.00002549001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006273807,"about_ca_system_score_gemma":0.0007539426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001420784,"about_ca_topic_score_gemma":0.0001239258,"domain_scores_codex":[0.9947135,0.001718163,0.0006331842,0.0001794022,0.002068137,0.0006875797],"domain_scores_gemma":[0.9930433,0.0025053,0.0002158737,0.0001904063,0.003593854,0.0004512481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007431547,0.0007116725,0.6028325,0.0002986093,0.00005610752,0.0002656358,0.08786968,0.000003352148,0.06731918,0.03040763,0.01675074,0.1927418],"study_design_scores_gemma":[0.005402778,0.006903004,0.5059783,0.03658892,0.0001844598,0.002912815,0.2284793,0.00002010991,0.02782851,0.1457393,0.03844928,0.001513241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698975,0.000390061,0.0001155241,0.02277386,0.001327134,0.0001516349,0.00001230254,0.00001499577,0.00531699],"genre_scores_gemma":[0.9979141,0.0001854018,0.0009108787,0.00002641857,0.0007189892,0.000001286379,2.374779e-7,0.00000891431,0.0002337206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1912285,"threshold_uncertainty_score":0.9987193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.304501366795383,"score_gpt":0.5470733649649819,"score_spread":0.2425719981695989,"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."}}