{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0317043,0.0009369266,0.0005395938,0.003935819,0.008512993,0.01587706,0.002524451,0.003583632,0.006455163],"category_scores_gemma":[0.02017204,0.0004196363,0.0009185002,0.001725663,0.03609792,0.00888495,0.01237119,0.007989899,0.0005353005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01891206,"about_ca_system_score_gemma":0.04550577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006774565,"about_ca_topic_score_gemma":0.01184578,"domain_scores_codex":[0.9817764,0.01424454,0.0003889023,0.0007053536,0.00157102,0.001313835],"domain_scores_gemma":[0.9693583,0.02037625,0.0018641,0.001136759,0.003257737,0.004006707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000180742,0.0001147094,0.00171666,0.0004675131,0.00002958447,0.0001694967,0.01719332,0.001663407,0.0002193935,0.9293944,0.01083274,0.03818068],"study_design_scores_gemma":[0.00002907011,0.00008819529,0.001040257,0.001076184,0.00001801982,0.0000852271,0.02750407,0.003116728,0.000336134,0.873428,0.09323989,0.00003816466],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02686892,0.01024306,0.1964918,0.5389625,0.003203231,0.001102381,0.00009660792,0.0002936092,0.222738],"genre_scores_gemma":[0.8210554,0.009618307,0.1340467,0.02007077,0.001572183,0.001161829,0.00007866015,0.00009769614,0.01229849],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0317043,"threshold_uncertainty_score":0.1676704,"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."}}