{"id":"W4411661165","doi":"10.51847/fswyliqdea","title":"10.51847/FSwylIqdea","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ulcerative colitis; Medicine; Gastroenterology; Colitis; Internal medicine; General surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006476522,0.001358071,0.0007833783,0.001991399,0.001315198,0.002572743,0.001171758,0.002654022,0.9620852],"category_scores_gemma":[0.0009999112,0.0003938849,0.000645033,0.001079888,0.0007884007,0.001679661,0.002236679,0.001274401,0.9572746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000910054,"about_ca_system_score_gemma":0.0006793044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002002335,"about_ca_topic_score_gemma":0.001625807,"domain_scores_codex":[0.9996486,0.00003336787,0.00002751554,0.00009656638,0.0001166367,0.00007726172],"domain_scores_gemma":[0.9992256,0.0001082624,0.00004272369,0.0001091293,0.0001798604,0.0003343006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003564187,0.0003117295,0.001289601,0.0002925706,0.0000192813,0.000580859,0.000120857,0.0002099436,0.004658717,0.005459487,0.2634263,0.7232743],"study_design_scores_gemma":[0.00007518777,0.00008013543,0.001421971,0.0001759713,0.000009895002,0.0009910391,0.00007836004,0.0002424373,0.001101164,0.001391513,0.9944144,0.00001788438],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002596475,0.001095419,0.002458535,0.00151295,0.001016807,0.0001186801,0.002279185,0.00379585,0.9851261],"genre_scores_gemma":[0.004113258,0.0003410165,0.001085228,0.0005724436,0.0001096573,0.00005362817,0.001280726,0.0003216009,0.9921225],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03791475,"threshold_uncertainty_score":0.05408072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003220228549273258,"score_gpt":0.1793707133003537,"score_spread":0.1761504847510805,"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."}}