{"id":"W4360610749","doi":"10.22541/au.167958363.32868186/v1","title":"Estimating and planning hospital costs of public hospitals in Brazil","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Universidade Federal de Minas Gerais; Ministério da Saúde; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Government (linguistics); Investment (military); Business; Public investment; Population; Task (project management); Public hospital; Finance; Operations management; Actuarial science; Economics; Public economics; Medicine; Environmental health; Politics; Public fund; Nursing","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":[0.001551668,0.0007794846,0.0005367643,0.001482806,0.0003409376,0.001317928,0.0008273213,0.0007420742,0.001327579],"category_scores_gemma":[0.008476398,0.0006205453,0.0008739533,0.00154849,0.0004906509,0.001003158,0.0008007517,0.0004983967,0.00008727333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006480884,"about_ca_system_score_gemma":0.002621784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1887387,"about_ca_topic_score_gemma":0.1294934,"domain_scores_codex":[0.9993939,0.0002733381,0.00003405822,0.0001109577,0.00008720974,0.0001004179],"domain_scores_gemma":[0.9969439,0.002053934,0.0004367134,0.0001286214,0.0003228099,0.0001139914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005723261,0.00003264195,0.03185144,0.00005045127,0.00004835167,0.0001438592,0.00008838563,0.9538938,0.0002528511,0.004674612,0.0003887488,0.008517616],"study_design_scores_gemma":[0.00002758712,0.00002572844,0.01588762,0.00003546069,0.00003209936,0.00005131392,0.0001861931,0.9781884,0.0003834961,0.004479687,0.0006852983,0.00001710409],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678199,0.000564714,0.02422824,0.000780721,0.0000124081,0.0001148458,0.001450439,0.00007878988,0.00494984],"genre_scores_gemma":[0.9884139,0.0002187407,0.01028212,0.00001921066,0.000004137834,0.00004193781,0.0005327883,0.00001808439,0.0004691581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1887387,"threshold_uncertainty_score":0.3752801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3632176063248892,"score_gpt":0.4515368910308635,"score_spread":0.08831928470597433,"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."}}