{"id":"W4391162728","doi":"10.1093/ecco-jcc/jjad212.0579","title":"P449 Beyond a patient's control: assessing non-modifiable factors of transition readiness in IBD patients who have transferred to adult care","year":2024,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Adult care; Control (management); Transition (genetics); Gerontology; Medicine; Psychology; Computer science; Young adult; Biology; Artificial intelligence","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":[0.002956599,0.0002430509,0.0008060364,0.001117693,0.0007969057,0.001098345,0.0008471475,0.0005657859,0.001666594],"category_scores_gemma":[0.01421213,0.0001718986,0.001400834,0.002540988,0.0005384694,0.0008470854,0.0006611843,0.0008490588,0.0001040662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001424636,"about_ca_system_score_gemma":0.002648933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03817535,"about_ca_topic_score_gemma":0.0482088,"domain_scores_codex":[0.9966412,0.001119887,0.0007315831,0.0004700883,0.0007579959,0.0002792703],"domain_scores_gemma":[0.9892821,0.00347457,0.0054943,0.0003085034,0.0008029409,0.0006374441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001734118,0.00005401494,0.9922125,0.0003520789,0.0003025042,0.00006100519,0.000178817,0.00003028016,0.0000206389,0.00002957675,0.0003468312,0.006238398],"study_design_scores_gemma":[0.0000243695,0.0001930937,0.9981734,0.0002461953,0.0002406337,0.0001276016,0.0002867049,0.0001351125,0.00003062899,0.00003592553,0.0004993363,0.000007217005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846986,0.01075053,0.0003419826,0.0005369674,0.00006560169,0.0001409448,0.001907753,0.00001378313,0.001543823],"genre_scores_gemma":[0.997965,0.0009089629,0.0002544342,0.0001351398,0.00002375572,0.00006315906,0.0005778738,0.000001991905,0.000069754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03817535,"threshold_uncertainty_score":0.07590628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0199215474297577,"score_gpt":0.3513948062545695,"score_spread":0.3314732588248118,"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."}}