{"id":"W2411288637","doi":"","title":"Many happy returns. Two Colorado practices join forces on revenue cycle management to achieve new levels of revenue.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Operations Management Techniques","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Employment and Social Development Canada","funders":"","keywords":"Join (topology); Revenue; Business; Revenue management; Operations management; Finance; Operations research; Economics; Engineering; Mathematics","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":[0.001544958,0.000655368,0.000364859,0.000916373,0.005222063,0.005828193,0.0005711769,0.002231569,0.1259098],"category_scores_gemma":[0.006139643,0.0004297389,0.0004245008,0.0006742149,0.001208753,0.002368194,0.002433427,0.003392002,0.04064297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002210264,"about_ca_system_score_gemma":0.002891557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01493095,"about_ca_topic_score_gemma":0.05958483,"domain_scores_codex":[0.9985397,0.0001983476,0.00003443161,0.0001597626,0.0007483627,0.0003193943],"domain_scores_gemma":[0.9958338,0.0003644116,0.0001940443,0.0001926031,0.001943242,0.001471923],"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":[0.0000451275,0.00004079493,0.001196868,0.00003119193,0.00001011537,0.0001150641,0.0001689291,0.00003596873,0.0002090266,0.003338787,0.937573,0.05723524],"study_design_scores_gemma":[0.00001182128,0.00004374956,0.003671568,0.00008385184,0.000008868196,0.0002377966,0.001006773,0.0001073273,0.0002060468,0.002018445,0.9925836,0.00002022248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01322947,0.01621503,0.004794382,0.3676613,0.0292168,0.0002116118,0.001739875,0.0009420988,0.5659895],"genre_scores_gemma":[0.03436166,0.004028101,0.002682187,0.02291727,0.002294701,0.00007290339,0.0008284749,0.000285042,0.9325297],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1259098,"threshold_uncertainty_score":0.4212101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2052171407963686,"score_gpt":0.3910479100221247,"score_spread":0.1858307692257561,"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."}}