{"id":"W4388834009","doi":"10.1177/08404704231210868","title":"Applying critical leadership to advance 2SLGBTQIA+ health equity: A complex adaptive systems approach","year":2023,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Health equity; Public relations; Equity (law); Globe; Queer; Sociology; Psychology; Political science; Health care; Gender studies","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007070338,0.0004514495,0.0008409051,0.001026901,0.003584302,0.00008383069,0.0009095509,0.0001820115,0.0001270659],"category_scores_gemma":[0.0006650515,0.0004687137,0.0001022751,0.003439203,0.000155229,0.0003741627,0.001498795,0.0009071078,0.00386952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002007869,"about_ca_system_score_gemma":0.0008944079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002344704,"about_ca_topic_score_gemma":0.0008495685,"domain_scores_codex":[0.9875444,0.002387239,0.002074394,0.001301205,0.001745045,0.004947716],"domain_scores_gemma":[0.9946858,0.001561927,0.0004964304,0.001075574,0.0003635586,0.001816654],"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":[0.0001062309,0.00005953208,0.002771945,0.01290226,0.00003480782,0.00002619926,0.00889071,0.0003171497,0.000005239644,0.4533692,0.4686331,0.05288365],"study_design_scores_gemma":[0.001073085,0.0004757584,0.008625545,0.001029157,0.00001248056,0.000005233609,0.2378036,0.007197288,4.891864e-7,0.001712318,0.7415318,0.0005332023],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0004650101,0.000392918,0.1357808,0.7794955,0.003758939,0.02756397,0.000644088,0.002435465,0.04946326],"genre_scores_gemma":[0.629082,0.000206231,0.01659973,0.3260164,0.0006249466,0.02104132,0.0001879468,0.0001534723,0.006087953],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.628617,"threshold_uncertainty_score":0.9997765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.842193341642978,"score_gpt":0.6741554409894719,"score_spread":0.1680379006535061,"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."}}