{"id":"W2103845675","doi":"10.5539/ibr.v7n2p43","title":"Factors Impacting Hospital Financial Performance in Taiwan Following Implementation of National Health Insurance","year":2014,"lang":"en","type":"article","venue":"International Business Research","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Operating margin; Return on assets; Business; National health insurance; Revenue; Margin (machine learning); Actuarial science; Liability; Regression analysis; Finance; Statistics; Medicine; Environmental health; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001546662,0.0001564122,0.0001507332,0.0007298705,0.000474078,0.001144755,0.0003435917,0.0004625028,0.001068008],"category_scores_gemma":[0.009226201,0.0001082059,0.0002765782,0.001037311,0.0004800601,0.0005356228,0.0007742554,0.0009933033,0.0001468608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0016771,"about_ca_system_score_gemma":0.001784798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0220531,"about_ca_topic_score_gemma":0.02385435,"domain_scores_codex":[0.9989387,0.0002954219,0.0001923935,0.00006601913,0.0001538498,0.0003534961],"domain_scores_gemma":[0.9879932,0.001253733,0.00736977,0.0002189249,0.001007575,0.002156805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000058861,0.00007435791,0.9969414,0.000005817389,0.00001902124,0.000178293,0.0002650277,0.0002254858,0.0001104032,0.00005795099,0.0001184796,0.001944935],"study_design_scores_gemma":[0.000001747617,0.0001044234,0.9985847,0.00000659465,0.000004679358,0.00005380952,0.0007523143,0.0002828499,0.00005469814,0.00002310537,0.000125753,0.000005396346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993647,0.0000558796,0.00002084405,0.0001982903,0.000003530086,0.000004899385,0.00005134739,0.000001349513,0.0002990967],"genre_scores_gemma":[0.9997624,0.00002773461,0.00001748192,0.00001918646,0.000004202966,0.000002305013,0.00008780949,5.103023e-7,0.00007848765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0220531,"threshold_uncertainty_score":0.04384947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1335360374949488,"score_gpt":0.4177011607142374,"score_spread":0.2841651232192887,"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."}}