{"id":"W7140673083","doi":"10.2196/84015","title":"Development and Validation of a Culturally Competent Care Module (CCCM) and Its Efficacy on Nurses’ Cultural Competence and Patient Satisfaction: A Randomized Controlled Trial in a Tertiary Care Hospital in India. (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Cultural Competency in Health Care","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Cultural competence; Cultural diversity; Competence (human resources); Culturally appropriate; Health care; Culturally sensitive; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0124822,0.001346931,0.003030665,0.0008566966,0.001633092,0.001638156,0.001591717,0.002487275,0.009032832],"category_scores_gemma":[0.01499569,0.001286452,0.003343652,0.001146197,0.003111886,0.001785041,0.001402831,0.003992809,0.0009162478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002961088,"about_ca_system_score_gemma":0.00648039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005658347,"about_ca_topic_score_gemma":0.005875498,"domain_scores_codex":[0.990859,0.005515775,0.001061265,0.0009074401,0.0009860836,0.0006704946],"domain_scores_gemma":[0.9891094,0.004690633,0.002411204,0.001019263,0.001142253,0.001627367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8397165,0.1136304,0.003986757,0.002485781,0.001858204,0.00003946853,0.0007109538,0.0005010769,0.001643759,0.0002562166,0.0009349768,0.03423601],"study_design_scores_gemma":[0.7085116,0.2794858,0.008938752,0.0002243754,0.001014997,0.000009152233,0.0001898536,0.0002992524,0.0006850599,0.0001132845,0.0004833069,0.00004459671],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9499419,0.0009932193,0.0009479448,0.0004368238,0.000447593,0.04522565,0.0007120222,0.00007906214,0.001215715],"genre_scores_gemma":[0.906987,0.001354827,0.008435383,0.0007777852,0.000441262,0.0796945,0.0007349431,0.00003018773,0.001544188],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.0124822,"threshold_uncertainty_score":0.06601298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05593738483503882,"score_gpt":0.4654817820126513,"score_spread":0.4095443971776125,"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."}}