{"id":"W4410501251","doi":"10.1093/sleep/zsaf090.1355","title":"1355 A Systematic Transition for Complex Pediatric Sleep Patients to Adult Services","year":2025,"lang":"en","type":"article","venue":"SLEEP","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Sleep (system call); Medicine; Transition (genetics); Pediatrics; Psychology; Psychiatry; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005687045,0.0002975712,0.0003686838,0.002894303,0.001548568,0.001795612,0.001336521,0.0005772518,0.00282083],"category_scores_gemma":[0.01873695,0.0004664141,0.001441593,0.002163783,0.0008636642,0.001668438,0.002762679,0.0008720368,0.0003828081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009235582,"about_ca_system_score_gemma":0.04410255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07772357,"about_ca_topic_score_gemma":0.1827349,"domain_scores_codex":[0.9948186,0.002323284,0.0009231525,0.0005227814,0.0009696633,0.0004425437],"domain_scores_gemma":[0.9839754,0.003098304,0.005352125,0.00100009,0.004126955,0.002447132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001918534,0.0004729385,0.6796253,0.005537058,0.0003378908,0.00159129,0.0114741,0.002521023,0.0008563794,0.005423195,0.05440242,0.2375665],"study_design_scores_gemma":[0.0003703458,0.001255295,0.7805603,0.02796639,0.0007159431,0.003306726,0.03553571,0.01747714,0.001455393,0.005310641,0.1258464,0.0001996925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8048567,0.03184568,0.03278344,0.07194576,0.001490878,0.01033479,0.01088367,0.001308703,0.03455029],"genre_scores_gemma":[0.934695,0.0125798,0.04037977,0.0038578,0.0002189519,0.002167469,0.003945908,0.0000611349,0.00209411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07772357,"threshold_uncertainty_score":0.1545423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0322163061404146,"score_gpt":0.3902346977747844,"score_spread":0.3580183916343698,"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."}}