{"id":"W4321785954","doi":"10.5334/pme.920","title":"<p class=\"Articletitle\"><span lang=\"EN-GB\">The Role of Religious Culture in Medical Professionalism in a Muslim Arab Society</span></p>","year":2023,"lang":"en","type":"article","venue":"Perspectives on Medical Education","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Nonprobability sampling; Medical education; Grounded theory; Psychology; Qualitative research; Medicine; Sociology; Social 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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002888164,0.0002506121,0.0003978878,0.0002870512,0.0003829305,0.00004417493,0.0006473216,0.0004883194,0.001206248],"category_scores_gemma":[0.009278991,0.0001910326,0.0001803266,0.002041358,0.0009952792,0.0001448261,0.0001280069,0.0007759573,0.0002409034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007292529,"about_ca_system_score_gemma":0.003211684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006266962,"about_ca_topic_score_gemma":0.003170955,"domain_scores_codex":[0.9951912,0.0008202687,0.0005819899,0.0006038607,0.002190807,0.0006119171],"domain_scores_gemma":[0.9979765,0.0008389486,0.0002117112,0.0003404171,0.0003270893,0.0003053177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003791228,0.001443757,0.002999788,0.00003857771,0.00005116355,0.000004817955,0.7367262,0.000004977979,0.0005543667,0.1039049,0.1418669,0.01236665],"study_design_scores_gemma":[0.0009227348,0.00009822014,0.06805827,0.000591527,0.00002938523,0.000004085232,0.7108697,0.0008377121,0.00005477633,0.01184413,0.206345,0.0003444187],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7674663,0.004243875,0.000008450139,0.1908654,0.001492636,0.0007292881,0.000008610461,0.0001469622,0.03503852],"genre_scores_gemma":[0.9834073,0.008721206,0.0000765686,0.00222415,0.001080864,0.0002809004,0.00003239935,0.00002770564,0.004148945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.215941,"threshold_uncertainty_score":0.9997068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0142518488631506,"score_gpt":0.3596040639018231,"score_spread":0.3453522150386725,"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."}}