{"id":"W4210835104","doi":"10.2147/ppa.s359815","title":"The Impact of Gender Disparity of Physician and Patient [Letter]","year":2022,"lang":"en","type":"article","venue":"Patient Preference and Adherence","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Concordance; Gender disparity; Cohort; Cohort study; Gender bias; Retrospective cohort study; Medication adherence; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002350554,0.00006523375,0.0001178636,0.00002005609,0.0005312188,0.00002045966,0.000213154,0.00001806916,0.00007816781],"category_scores_gemma":[0.00004853155,0.00004547542,0.00003668381,0.0001332693,0.0004492397,0.00009239939,0.0002458691,0.0001129239,5.163985e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002435558,"about_ca_system_score_gemma":0.00007057824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002336497,"about_ca_topic_score_gemma":0.00008584222,"domain_scores_codex":[0.9989295,0.0001614237,0.0001389939,0.0001305232,0.0004808292,0.0001587352],"domain_scores_gemma":[0.9994918,0.0001149826,0.0001451454,0.0001147789,0.00007035748,0.00006297029],"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":[0.0002159767,0.0004272596,0.3062972,0.00006863641,0.000111102,0.000003499981,0.1534142,0.00008698805,0.0009266724,0.01323442,0.007101571,0.5181124],"study_design_scores_gemma":[0.001553953,0.008006045,0.6010782,0.0002073257,0.0001446432,0.000002335805,0.3329833,0.0003257917,0.001555814,0.02485181,0.02854794,0.000742936],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928499,0.0005258299,0.000007995513,0.0001111336,0.00009415705,0.000169146,0.00004439881,0.000005819922,0.006191646],"genre_scores_gemma":[0.9995314,0.0002541829,0.00001267835,0.0001436165,0.00001182738,0.00001182927,0.000002651098,0.000001714561,0.00003005718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5173694,"threshold_uncertainty_score":0.4085759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06246542057170872,"score_gpt":0.2925627214405504,"score_spread":0.2300973008688417,"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."}}