{"id":"W4411555215","doi":"10.1007/978-3-031-87503-8_28","title":"Young IBD","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Psychology","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":[0.0002275828,0.0006213801,0.0004602875,0.0007633403,0.0006164755,0.001521258,0.0003892269,0.000918604,0.2757334],"category_scores_gemma":[0.0006972263,0.0002137728,0.0002218386,0.0005211795,0.000184016,0.001079222,0.001353597,0.001363364,0.2006738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003198302,"about_ca_system_score_gemma":0.0004842309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004963415,"about_ca_topic_score_gemma":0.003007378,"domain_scores_codex":[0.9998872,0.00001436427,0.000004999268,0.0000195101,0.00005514328,0.00001873861],"domain_scores_gemma":[0.9997923,0.00003418252,0.00001272932,0.00001574691,0.00004873806,0.00009627128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001760432,0.00002769808,0.0001363417,0.0001412646,0.000002762141,0.0001409581,0.00007678012,0.00003319664,0.0004347889,0.005644085,0.6776121,0.3157324],"study_design_scores_gemma":[0.000001701515,0.000006653364,0.0001389951,0.00008431388,0.000001163172,0.0001988686,0.0000171313,0.000009073505,0.00002973896,0.0006490233,0.9988623,0.000001057768],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007200027,0.04162787,0.001805317,0.004186411,0.009535121,0.00004905506,0.0002735302,0.0004559697,0.9413468],"genre_scores_gemma":[0.001205167,0.00872671,0.0006819121,0.001605166,0.001234387,0.00002312639,0.0001644336,0.00007558629,0.9862835],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2757334,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005765742444210816,"score_gpt":0.2161870110093671,"score_spread":0.2104212685651563,"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."}}