{"id":"W2936133492","doi":"10.1016/j.bpg.2019.04.004","title":"Optimal management of the patient presenting with small bowel bleeding","year":2019,"lang":"en","type":"review","venue":"Best Practice & Research Clinical Gastroenterology","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Gastrointestinal bleeding; Obscure gastrointestinal bleeding; Endoscopy; General surgery; Gastroenterology; Internal 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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004114048,0.0005613699,0.002402774,0.0002882135,0.000177201,0.00007578009,0.0007832653,0.0003157434,0.00005612008],"category_scores_gemma":[0.002401432,0.0003179313,0.001015149,0.000490282,0.0007947622,0.0001253052,0.001670128,0.00329383,0.0001616634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002468434,"about_ca_system_score_gemma":0.000428357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006926819,"about_ca_topic_score_gemma":0.00001031293,"domain_scores_codex":[0.9917884,0.002346611,0.001966927,0.001191198,0.001402711,0.001304105],"domain_scores_gemma":[0.9911216,0.004535188,0.001567612,0.001422286,0.0009559394,0.0003973897],"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":[0.006526684,0.02579686,0.1720107,0.05638614,0.01372692,0.004822759,0.0001284574,0.00005206817,7.882234e-7,0.0003766116,0.004350347,0.7158216],"study_design_scores_gemma":[0.003056654,0.03078753,0.00252787,0.04762427,0.01138719,0.003299144,0.0005949577,0.00002663502,0.000001069803,0.000003428342,0.9004748,0.0002164776],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03579229,0.9426671,0.00008829427,0.003989426,0.0009633986,0.009951266,0.00005282971,0.00006380206,0.006431544],"genre_scores_gemma":[0.001412366,0.9788053,0.01804851,0.0001573977,0.0002662911,0.0004737614,0.00003346523,0.0001151697,0.0006877108],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8961244,"threshold_uncertainty_score":0.9999273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2658359459583303,"score_gpt":0.4870951028318771,"score_spread":0.2212591568735467,"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."}}