{"id":"W4321378146","doi":"10.3390/healthcare11040629","title":"Gender Awareness in Healthcare: Contextualization of an Arabic Version of the Nijmegen Gender Awareness in Medicine Scale (N-GAMS)","year":2023,"lang":"en","type":"article","venue":"Healthcare","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Cronbach's alpha; Contextualization; Scale (ratio); Psychology; Gender role; Health care; Medicine; Clinical psychology; Developmental psychology; Psychometrics; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001707679,0.0003271406,0.001033803,0.0007726757,0.0001639737,0.000004753662,0.0003594549,0.000457913,0.00006048588],"category_scores_gemma":[0.0002767211,0.0002545079,0.0001209316,0.002841115,0.0002319215,0.0001414683,0.0001274131,0.0005591816,0.00001073328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004131257,"about_ca_system_score_gemma":0.001561488,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02977415,"about_ca_topic_score_gemma":0.01529016,"domain_scores_codex":[0.995031,0.0009521352,0.001438093,0.0007676118,0.001066888,0.0007442546],"domain_scores_gemma":[0.9971994,0.0002352883,0.0003823295,0.001152359,0.0006760754,0.000354588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004148148,0.000157452,0.9722441,0.005555105,0.00001856959,0.00003390415,0.01213526,0.0002086113,0.0005298281,0.0006799174,0.0003631938,0.007659236],"study_design_scores_gemma":[0.003095636,0.0004539014,0.9741037,0.001235688,0.00002730657,0.00003680229,0.01538134,0.00176071,0.001571151,0.001628106,0.0004959706,0.0002096737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777114,0.003265015,0.00003586516,0.016168,0.0009607761,0.001514488,0.0001056039,0.00009141732,0.0001474213],"genre_scores_gemma":[0.9961442,0.0008058146,0.00005439293,0.002117133,0.000199478,0.00008245528,0.0004611648,0.00006494508,0.00007039675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0184328,"threshold_uncertainty_score":0.9999907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.140580092571527,"score_gpt":0.4105176617915319,"score_spread":0.2699375692200049,"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."}}