{"id":"W4313309352","doi":"10.25071/2291-5796.101","title":"Leadership and System Transformation: Advancing the Role of Community Health Nursing","year":2022,"lang":"en","type":"article","venue":"Witness The Canadian Journal of Critical Nursing Discourse","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Ottawa","funders":"","keywords":"Health equity; Equity (law); Social determinants of health; Agency (philosophy); Public relations; Social justice; Situated; Political science; Health promotion; Public health; Sociology; Public administration; Nursing; Medicine; Criminology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004416016,0.0001378322,0.0004345466,0.0001761431,0.008518285,0.00002376192,0.0004978004,0.00006262973,0.00007284327],"category_scores_gemma":[0.0002337304,0.00009079958,0.0001008573,0.0002512256,0.00227141,0.0002540134,0.00001728066,0.002398551,0.000001132117],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002513788,"about_ca_system_score_gemma":0.007419158,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01014479,"about_ca_topic_score_gemma":0.01731885,"domain_scores_codex":[0.9944991,0.003368459,0.0008716073,0.00007350143,0.0004287214,0.0007585869],"domain_scores_gemma":[0.9970764,0.001404687,0.0003640028,0.0003098384,0.0002430743,0.0006020227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002299175,0.0001636278,0.002116035,0.001547458,0.0000450441,0.00001826629,0.2886215,0.0001743513,0.00002459905,0.6297489,0.007911013,0.0693993],"study_design_scores_gemma":[0.0006200197,0.0003638674,0.007776125,0.002134114,0.0001335339,0.0004264458,0.9569323,0.0001648476,0.000009176297,0.02676288,0.004536771,0.0001399141],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1374996,0.01624083,0.001286034,0.8304463,0.002970039,0.000759398,0.0001275958,0.00002292575,0.01064726],"genre_scores_gemma":[0.9933658,0.00001003143,0.00006391174,0.00627336,0.0002223658,0.00001321589,0.000004245815,0.00002111609,0.00002596009],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8558662,"threshold_uncertainty_score":0.999903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06566587969074504,"score_gpt":0.4237693509533221,"score_spread":0.358103471262577,"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."}}