{"id":"W4408091534","doi":"10.1001/jamapediatrics.2025.0004","title":"Levels of Satisfaction and Regret Are Far From Settled","year":2025,"lang":"en","type":"article","venue":"JAMA Pediatrics","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; University of British Columbia","funders":"","keywords":"Medicine; Regret; Patient satisfaction; Surgery; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003876727,0.0001352321,0.0006898337,0.0003944752,0.00009889758,0.0000573078,0.0001178572,0.0002278954,0.0002398348],"category_scores_gemma":[0.004255795,0.0001783188,0.00007035936,0.0003080696,0.00004321301,0.0003341336,0.00006102915,0.0001732284,0.0001955512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002199555,"about_ca_system_score_gemma":0.0001069268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001690525,"about_ca_topic_score_gemma":0.0002484626,"domain_scores_codex":[0.9969959,0.0001437336,0.002191389,0.0003963632,0.00007149718,0.0002011003],"domain_scores_gemma":[0.9964823,0.001270981,0.001712416,0.0003711704,0.00007964123,0.00008346214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001166191,0.00002278697,0.9353697,0.0003150301,0.00003628989,5.196741e-7,0.0004658537,0.00003681893,0.000004368648,0.02742038,0.03480315,0.001513387],"study_design_scores_gemma":[0.000803936,0.00001923566,0.9523412,0.0000352574,0.00001858079,4.956485e-7,0.000498363,0.001364304,0.000009015129,0.0280779,0.01666505,0.0001666885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9600102,0.006983912,0.004360245,0.0225309,0.0009292269,0.0003776015,0.00244571,0.00004510911,0.002317152],"genre_scores_gemma":[0.9905352,0.0008015843,0.002889281,0.004673615,0.0004622174,0.00002236043,0.00003145897,0.00001736834,0.000566939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03052503,"threshold_uncertainty_score":0.727163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2065203719523525,"score_gpt":0.3913155575074891,"score_spread":0.1847951855551366,"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."}}