{"id":"W3212436136","doi":"10.1136/gutjnl-2021-bsg.149","title":"PMO-10 Survey on the use of artificial intelligence in IBD patients in the USA and UK","year":2021,"lang":"en","type":"article","venue":"","topic":"Machine Learning in Healthcare","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Computer science; Artificial intelligence; Data science","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":[0.001566342,0.0001256426,0.0003772743,0.0009743845,0.0003122739,0.0006381384,0.0003617447,0.0007995566,0.00517593],"category_scores_gemma":[0.006232721,0.000203865,0.0004810475,0.001555638,0.0003649406,0.0007612007,0.0008718432,0.0006783421,0.001079467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007450496,"about_ca_system_score_gemma":0.0004594607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009210632,"about_ca_topic_score_gemma":0.009082394,"domain_scores_codex":[0.9979593,0.0006846968,0.0005294036,0.0001450331,0.0004301891,0.0002514111],"domain_scores_gemma":[0.9940171,0.001151023,0.003164514,0.00009754232,0.0006670243,0.0009027159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007831945,0.00008257995,0.9852491,0.0002444872,0.00004530444,0.0001478007,0.001704143,0.00004467712,0.0001456617,0.00004563844,0.0067921,0.005420268],"study_design_scores_gemma":[0.000006767728,0.0001201207,0.9952773,0.0000810554,0.000005299795,0.0001942502,0.001628531,0.00004118404,0.00002200837,0.000008424334,0.002608234,0.000006902934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830518,0.0008718999,0.00008400255,0.002811831,0.00005912612,0.000135586,0.0075889,0.0000187558,0.005378053],"genre_scores_gemma":[0.9916611,0.001146334,0.000255163,0.001741059,0.00005803691,0.0002356557,0.003482631,0.000007726329,0.001412236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009210632,"threshold_uncertainty_score":0.01831406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1425517217719235,"score_gpt":0.3374115600353074,"score_spread":0.1948598382633839,"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."}}