{"id":"W4414384810","doi":"10.1097/rhu.0000000000002276","title":"Lost in Transition","year":2025,"lang":"en","type":"article","venue":"JCR Journal of Clinical Rheumatology","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; McMaster Children's Hospital; McMaster University","funders":"","keywords":"","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":[0.003921877,0.00008605769,0.000828891,0.0002648795,0.00009720941,0.000001832912,0.0001819945,0.000563678,0.0003508879],"category_scores_gemma":[0.003149201,0.00006845059,0.0001805738,0.0002779847,0.00006989109,0.00007529105,0.00002904341,0.002191508,0.0001644937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005270006,"about_ca_system_score_gemma":0.001421947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006144288,"about_ca_topic_score_gemma":0.000198436,"domain_scores_codex":[0.994381,0.001810528,0.003218173,0.0001248135,0.0001361471,0.0003293273],"domain_scores_gemma":[0.9945458,0.004092086,0.0008060859,0.0001294685,0.0002749431,0.0001515799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005576785,0.000136374,0.9581397,0.0003079757,0.00001897922,0.00004269268,0.0005600672,0.000003350508,8.210187e-7,0.003704702,0.02689507,0.009632653],"study_design_scores_gemma":[0.009962331,0.0003945552,0.8530502,0.002281575,0.00006027082,0.00005222472,0.002986846,0.0001871089,0.000001762969,0.01566379,0.1151884,0.0001710086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9509702,0.0008793262,0.002032828,0.03705841,0.004518327,0.0002146831,0.000003014581,0.000009480405,0.004313758],"genre_scores_gemma":[0.9928331,0.002572136,0.0002744705,0.003761587,0.0002423419,0.000001904401,0.000001620981,0.000006589795,0.0003062536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1050895,"threshold_uncertainty_score":0.9521132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.136244608465777,"score_gpt":0.5818127291739813,"score_spread":0.4455681207082043,"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."}}