{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003542347,0.0003010549,0.0007101464,0.0005833249,0.001436668,0.001751736,0.001102141,0.006145095,0.005253145],"category_scores_gemma":[0.03186286,0.0002619846,0.0004914217,0.0007176395,0.0009000388,0.001363,0.0005124222,0.005922986,0.001486426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002001831,"about_ca_system_score_gemma":0.002017169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01902662,"about_ca_topic_score_gemma":0.02647655,"domain_scores_codex":[0.9976856,0.0006979944,0.0003839286,0.0003302571,0.0005963926,0.000305804],"domain_scores_gemma":[0.9794796,0.01181532,0.001819875,0.000535727,0.005019944,0.001329529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002092292,0.0000595953,0.03246893,0.0002495482,0.00008380794,0.005097245,0.0006015954,0.00005196468,0.0003671212,0.0007437342,0.9407957,0.01927162],"study_design_scores_gemma":[0.0002406771,0.0004478176,0.1906411,0.001458034,0.0004686201,0.03894611,0.005613097,0.001539328,0.00249851,0.003794638,0.7540107,0.0003414161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01743235,0.003485792,0.0001945717,0.9435218,0.03192795,0.00002254484,0.0005151335,0.00003680296,0.002863051],"genre_scores_gemma":[0.1537962,0.003310831,0.0005143134,0.7473764,0.08905216,0.00005538837,0.0002269535,0.00007641634,0.005591246],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01902662,"threshold_uncertainty_score":0.03783172,"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."}}