{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003190783,0.0004104029,0.0006612681,0.00122623,0.01345435,0.0132821,0.001566147,0.003217859,0.06589311],"category_scores_gemma":[0.009212608,0.0002722963,0.0007018152,0.001187301,0.006783279,0.01098384,0.01550704,0.01341307,0.02085579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004248394,"about_ca_system_score_gemma":0.01717759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01442697,"about_ca_topic_score_gemma":0.02640904,"domain_scores_codex":[0.9954149,0.0007110432,0.0001357444,0.0003545879,0.0008049087,0.002578907],"domain_scores_gemma":[0.9883768,0.0003311561,0.0002255458,0.0003374458,0.001062819,0.009666326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001866747,0.0003451254,0.01381354,0.0001346099,0.00003747019,0.002592241,0.03639976,0.00009388812,0.000466575,0.1685191,0.6418706,0.1355405],"study_design_scores_gemma":[0.00001618042,0.00005472431,0.004866332,0.0002951287,0.000009540635,0.0009848914,0.05284039,0.00005405024,0.0001011361,0.02023878,0.9205085,0.00003035966],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1069499,0.008915367,0.002771571,0.5235342,0.03695397,0.0001518243,0.001009507,0.0005671481,0.3191466],"genre_scores_gemma":[0.5408273,0.004324555,0.001542243,0.1085753,0.002022626,0.0001600726,0.0007883295,0.000416688,0.3413429],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06589311,"threshold_uncertainty_score":0.2204344,"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."}}