{"id":"W6906638842","doi":"10.18163/urppchusj.2013012401","title":"Use of Median Regression to Predict Hospitalization and Pharmaceutical Costs in a Children’s Hospital","year":2013,"lang":"en","type":"article","venue":"","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Regression analysis; Linear regression; Health care; Regression; Average cost; Total cost; Variable (mathematics); Variables; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003409566,0.0009526613,0.000738119,0.001457378,0.0002728272,0.001172964,0.0007612358,0.0005032641,0.002753233],"category_scores_gemma":[0.01731546,0.0003319808,0.001309299,0.001130001,0.0002139959,0.0006156998,0.0007527593,0.001379012,0.0003890245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001567305,"about_ca_system_score_gemma":0.002021992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02528175,"about_ca_topic_score_gemma":0.01334259,"domain_scores_codex":[0.9982449,0.0009980148,0.0001034011,0.0002544502,0.0001972429,0.0002019077],"domain_scores_gemma":[0.989195,0.007548276,0.001813929,0.0002846557,0.0005770519,0.000580926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003696607,0.00007503948,0.9795288,0.00002235027,0.0002747368,0.00006845911,0.00003379747,0.01046718,0.0000549241,0.0001389197,0.001013336,0.007952867],"study_design_scores_gemma":[0.00008585832,0.0005317378,0.6692166,0.00008236662,0.0002220002,0.0002924121,0.0003501122,0.326878,0.0004598442,0.0008318179,0.001003876,0.00004536032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911568,0.0004172941,0.004956733,0.0007276239,0.00004492041,0.00003382615,0.00164185,0.00011135,0.0009095798],"genre_scores_gemma":[0.9955907,0.0001292184,0.002691085,0.00003968518,0.0000298323,0.00002443781,0.001147094,0.00001875733,0.0003292128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02528175,"threshold_uncertainty_score":0.05026919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03884317076732,"score_gpt":0.2800352640056171,"score_spread":0.2411920932382971,"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."}}