{"id":"W4249344337","doi":"10.1136/gutjnl-2017-314472.245","title":"AODWE-010 Severe gastrointestinal dysmotility related intestinal failure: chronic intestinal pseudo-obstruction, enteric dysmotility or a ‘pragmatic’ approach? experience from a national referral centre","year":2017,"lang":"en","type":"article","venue":"Nutrition","topic":"Stoma care and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Intestinal failure; Intestinal pseudo-obstruction; Medicine; Referral; Gastroenterology; Internal medicine; Parenteral nutrition; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002575097,0.0003928415,0.0004697989,0.0001547441,0.0007517807,0.0001969105,0.0004827063,0.0001590759,0.001157502],"category_scores_gemma":[0.002179649,0.0003649717,0.0002040661,0.0003023619,0.0005065601,0.0005968831,0.000173195,0.0007156638,0.0001085537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008809322,"about_ca_system_score_gemma":0.0004609834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003711574,"about_ca_topic_score_gemma":0.0001331801,"domain_scores_codex":[0.9969713,0.0001429852,0.0007552956,0.0008969133,0.0007471431,0.0004863609],"domain_scores_gemma":[0.9969148,0.0001806078,0.0005177571,0.001035444,0.001052383,0.0002990143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00952057,0.01582795,0.7466313,0.003603445,0.0006375346,0.0007681329,0.005687776,0.00006567449,0.1298033,0.009680687,0.0451286,0.03264501],"study_design_scores_gemma":[0.00626697,0.0008328563,0.948211,0.001885475,0.0002043822,0.01301941,0.001972034,0.01723354,0.0008821597,0.007709241,0.001244432,0.0005385285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825725,0.00008493067,0.007929892,0.002916824,0.0002732481,0.001172804,0.0001906476,0.0003912913,0.004467879],"genre_scores_gemma":[0.9452019,0.000007495287,0.05233642,0.0001409151,0.0004781446,0.0002509866,0.001184778,0.00003367309,0.0003656896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2015797,"threshold_uncertainty_score":0.9998802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0368389504305764,"score_gpt":0.3001535443280604,"score_spread":0.263314593897484,"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."}}