{"id":"W4212916694","doi":"10.1056/nejm200212123472425","title":"Case Records of the Massachusetts General Hospital (Case 22-2002)","year":2002,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":87,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Medical record; Hospital records; General hospital; Pediatrics; Family medicine; Surgery","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001063662,0.0001095123,0.0004056758,0.0001909859,0.0000681176,0.000008437994,0.0001710185,0.00005608561,0.001292856],"category_scores_gemma":[0.0003679081,0.00007458751,0.000103513,0.0001953182,0.00006789603,0.00009624464,0.00003364651,0.0002674951,0.00001974664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005756058,"about_ca_system_score_gemma":0.0000195855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003237035,"about_ca_topic_score_gemma":0.0002581782,"domain_scores_codex":[0.9986609,0.00004771181,0.0008933912,0.0001155857,0.00007987038,0.0002025217],"domain_scores_gemma":[0.9987018,0.00007759939,0.0007335871,0.0002366547,0.00005525127,0.0001950992],"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":[0.0001192476,0.0004215924,0.02820209,0.0002312016,0.0004447978,0.0294403,0.01136013,0.0002690715,0.00001732031,0.06257761,0.5300289,0.3368877],"study_design_scores_gemma":[0.0168073,0.001354463,0.001984945,0.0001280933,0.00005948062,0.03330839,0.000272567,0.001297823,0.00002542426,0.007710897,0.9368544,0.0001962725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8738058,0.005953879,0.001171268,0.09210573,0.003793924,0.0002154932,0.00004156623,0.000008217322,0.02290418],"genre_scores_gemma":[0.991354,0.0007791861,0.0003987068,0.001127896,0.003254591,8.989693e-7,3.773284e-7,0.00001180686,0.003072543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4068255,"threshold_uncertainty_score":0.9996201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0553016958131003,"score_gpt":0.2585912209198559,"score_spread":0.2032895251067556,"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."}}