{"id":"W1967772289","doi":"10.1097/01.pec.0000245178.13418.4f","title":"Transitional Medicine","year":2006,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Yale University","keywords":"Medicine; Pediatric emergency medicine; Psychological intervention; Family medicine; Population; Scope of practice; Residency training; Emergency department; Emergency medicine; Emergency physician; Medical emergency; Pediatrics; Health care; Nursing; Medical education; Continuing education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003779481,0.0001481492,0.0002190706,0.0001409123,0.0001075753,0.000001276492,0.00004295797,0.00004771074,0.003655573],"category_scores_gemma":[0.00003493313,0.0001257301,0.0001381639,0.0004037434,0.00003967067,0.00003993147,0.00001704248,0.00009636681,0.0001599111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004979575,"about_ca_system_score_gemma":0.0000729951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001471303,"about_ca_topic_score_gemma":0.00008660513,"domain_scores_codex":[0.9988232,0.00001438328,0.0003039741,0.0002362004,0.0003885055,0.0002337079],"domain_scores_gemma":[0.9993771,0.00001854484,0.00002608122,0.0001664256,0.00029331,0.0001185518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007449359,0.0001194625,0.8123335,0.000576628,0.00003591985,0.0001075893,0.0007546892,0.000002201296,0.0001979074,0.0003670873,0.1824992,0.002931315],"study_design_scores_gemma":[0.001507773,0.000217623,0.975347,0.00001300804,0.0009135355,0.00003051073,0.001006965,0.00001946622,0.00003042157,0.0008573948,0.01977738,0.0002789343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8314911,0.06115338,0.000057587,0.001647134,0.0009442684,0.0003629349,0.00008374074,0.0001826854,0.1040772],"genre_scores_gemma":[0.99264,0.0009624129,0.00009663463,0.00008102199,0.004224397,0.0000334188,0.0001604774,0.00002057563,0.001781034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1630135,"threshold_uncertainty_score":0.9972552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01038398387277592,"score_gpt":0.2747600971626798,"score_spread":0.2643761132899038,"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."}}