{"id":"W2318736975","doi":"10.1177/0840470416628880","title":"“They are Us—We are Them”","year":2016,"lang":"en","type":"review","venue":"Healthcare Management Forum","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University; Mental Health Commission of Canada","funders":"","keywords":"Transformational leadership; General partnership; Intervention (counseling); Commission; Nursing; Mental health; Quality (philosophy); Psychology; Health care; Medical education; Medicine; Political science; Psychiatry; Social psychology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004296143,0.001066146,0.002329083,0.0004663827,0.0005931114,0.00008622964,0.001066252,0.0006465363,0.003461601],"category_scores_gemma":[0.000005562936,0.0007275636,0.0007423798,0.0003942254,0.00006569257,0.0001271997,0.0005486445,0.0005612029,0.01697826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007343445,"about_ca_system_score_gemma":0.00004554027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003136079,"about_ca_topic_score_gemma":0.0004559129,"domain_scores_codex":[0.9941573,0.0006282893,0.001369688,0.001444626,0.0005532476,0.001846919],"domain_scores_gemma":[0.9959445,0.0001605918,0.001609603,0.001765214,0.00005898124,0.0004610841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002466905,0.0001936443,0.0006231185,0.04789927,0.000428289,0.0003855089,0.00005500997,6.223591e-9,1.946156e-10,0.01837192,0.06064669,0.8713719],"study_design_scores_gemma":[0.0006500285,0.00009811168,0.0002482197,0.04237614,0.0003659946,0.00003617146,0.0007862158,9.449722e-8,1.778445e-8,0.001340879,0.9534665,0.0006315812],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004521989,0.9314878,0.00001139542,0.008973476,0.004021318,0.005146118,0.0004874151,0.0003285803,0.04953935],"genre_scores_gemma":[0.0001621684,0.9441643,0.00004799755,0.001994179,0.0005473575,0.002785694,0.0002775288,0.000217935,0.04980286],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8928199,"threshold_uncertainty_score":0.9995176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1374155721863018,"score_gpt":0.442264192113348,"score_spread":0.3048486199270462,"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."}}