{"id":"W3198691805","doi":"10.1111/codi.15895","title":"Is synoptic operative reporting necessary for Crohn's disease surgery? Variability in surgical reports across inflammatory bowel disease referral centres","year":2021,"lang":"en","type":"article","venue":"Colorectal Disease","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Referral; Inflammatory bowel disease; Crohn's disease; Retrospective cohort study; Cohort; Tertiary referral centre; Psychological intervention; Disease; Documentation; General surgery; Cohort study; Surgery; Family medicine; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02522753,0.0001767236,0.0004564623,0.003528646,0.0008136891,0.002505507,0.0009947066,0.0005245196,0.001310049],"category_scores_gemma":[0.1346675,0.0003299495,0.0003962857,0.005189265,0.001862204,0.001710891,0.002706736,0.0005873355,0.0002243434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001521716,"about_ca_system_score_gemma":0.002182207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004457858,"about_ca_topic_score_gemma":0.006779534,"domain_scores_codex":[0.9641374,0.01507854,0.01035659,0.002798529,0.00614508,0.001483831],"domain_scores_gemma":[0.7053372,0.1058824,0.1530382,0.01592104,0.01622716,0.003594044],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005659844,0.00001078005,0.9920954,0.0000865174,0.00002661074,0.00008304077,0.001575438,0.00003215062,0.0001531381,0.00005669081,0.0002014393,0.005622318],"study_design_scores_gemma":[0.000005432021,0.00008750467,0.9909605,0.0002195122,0.00002921584,0.0009361114,0.006005992,0.0002077212,0.0002988708,0.00009360417,0.001138142,0.00001742014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949963,0.001282034,0.001339964,0.0005703745,0.00004436431,0.00009518598,0.0005437988,0.00002071741,0.001107279],"genre_scores_gemma":[0.998483,0.0002736016,0.0008146333,0.0001087613,0.00002873459,0.00003812295,0.0002054183,0.00000775656,0.00003993498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9747725,"threshold_uncertainty_score":0.1334175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02793773274905793,"score_gpt":0.3424007728808347,"score_spread":0.3144630401317768,"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."}}