{"id":"W4255652904","doi":"10.1108/lhs-08-2014-0062","title":"Editorial","year":2014,"lang":"en","type":"editorial","venue":"Leadership in health services","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Political science; Medicine; Nursing; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.006494808,0.001086621,0.00186603,0.0009530906,0.0002229045,0.0002580395,0.002113522,0.004096603,0.0001604594],"category_scores_gemma":[0.000512158,0.001169358,0.0002255202,0.001013172,0.0001469429,0.0004040599,0.0001915427,0.005214456,0.00969479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001560932,"about_ca_system_score_gemma":0.00229656,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02011223,"about_ca_topic_score_gemma":0.03277373,"domain_scores_codex":[0.9881548,0.001662633,0.001968946,0.001674242,0.003800013,0.002739395],"domain_scores_gemma":[0.9922228,0.003359957,0.001831133,0.001461895,0.0004643576,0.0006597897],"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":[0.0002862213,0.00009536721,0.00009214644,0.05132513,0.00002630476,0.000004357913,0.002760974,0.00003811312,0.000001602805,0.00003779621,0.9451945,0.0001374909],"study_design_scores_gemma":[0.001767584,0.0002733247,0.00002837889,0.01277167,0.00002037034,5.060364e-7,0.00165064,0.0001012342,0.000001573284,0.0003317979,0.9821974,0.0008554935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00000560834,0.002587204,0.000001472745,0.00129019,0.9933761,0.0009666453,0.0004609149,0.0006642694,0.0006476074],"genre_scores_gemma":[0.000170001,0.0001554965,0.0001335828,0.001707066,0.9939093,0.0001987375,0.002521697,0.0005877208,0.0006163901],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03855346,"threshold_uncertainty_score":0.9990757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06547469437699595,"score_gpt":0.3294651728814317,"score_spread":0.2639904785044358,"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."}}