{"id":"W3162504208","doi":"10.13189/ujph.2021.090203","title":"Health Management Model: A Case Study for Success","year":2021,"lang":"en","type":"article","venue":"Universal Journal of Public Health","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec","funders":"","keywords":"Operations management; Process management; Psychology; Computer science; Medicine; Business; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005564919,0.000956319,0.0006712721,0.002292172,0.01085219,0.006597146,0.003687797,0.007479891,0.01065248],"category_scores_gemma":[0.0114599,0.0004762126,0.001043775,0.002033687,0.005366527,0.004715441,0.005065215,0.005615763,0.001287478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007478612,"about_ca_system_score_gemma":0.005902185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01151843,"about_ca_topic_score_gemma":0.01644616,"domain_scores_codex":[0.9907613,0.005801542,0.0002669158,0.0004686952,0.001364009,0.001337428],"domain_scores_gemma":[0.99367,0.002937182,0.0005176776,0.0003473535,0.0006754858,0.00185239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"case_report","study_design_scores_codex":[0.0004006631,0.007496267,0.04342062,0.001100312,0.0001043633,0.1906065,0.3596665,0.006373942,0.00244109,0.2419793,0.04471946,0.1016911],"study_design_scores_gemma":[0.0001501982,0.001543311,0.0102468,0.001506935,0.00007388285,0.04488999,0.5778865,0.02045969,0.001864571,0.03461513,0.3065638,0.0001991491],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7037145,0.003276586,0.03845263,0.05336912,0.0007466847,0.002045864,0.0004241238,0.0002337497,0.1977366],"genre_scores_gemma":[0.9315344,0.001923053,0.0289225,0.002807552,0.0001528149,0.0007805571,0.0001738608,0.0001073751,0.03359786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01151843,"threshold_uncertainty_score":0.05426139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1038147199240365,"score_gpt":0.3673030771764985,"score_spread":0.2634883572524621,"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."}}