{"id":"W4252864691","doi":"10.1016/j.cgh.2016.04.002","title":"Reply","year":2016,"lang":"en","type":"letter","venue":"Clinical Gastroenterology and Hepatology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Medicine; Sigmoidoscopy; Colonoscopy; Internal medicine; Clinical Practice; Ulcerative colitis; General surgery; Gastroenterology; Surgery; Colorectal cancer; Cancer; Physical therapy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003460737,0.0008630736,0.001545867,0.0008588851,0.004084685,0.006307591,0.00212677,0.05931979,0.01160197],"category_scores_gemma":[0.03182026,0.0009315813,0.00129776,0.0006290169,0.003706723,0.004002766,0.003665834,0.04582239,0.009786495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004108236,"about_ca_system_score_gemma":0.005141472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004872385,"about_ca_topic_score_gemma":0.007377566,"domain_scores_codex":[0.9964913,0.0007458151,0.0003778762,0.0005678953,0.001085734,0.0007313977],"domain_scores_gemma":[0.9925228,0.003049199,0.0008073378,0.0002867405,0.001556826,0.001777217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003285826,0.00001200193,0.0005169159,0.00004128644,0.00001337916,0.0009834074,0.0001203081,0.00003344472,0.00008865483,0.001532811,0.9923949,0.004230044],"study_design_scores_gemma":[0.0001019662,0.00004617915,0.001335362,0.0002901968,0.00003972351,0.001803654,0.0005800019,0.000207625,0.0001941226,0.009031693,0.9862731,0.00009633009],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002187502,0.001307421,0.00006817889,0.9642746,0.03166904,0.00001160047,0.00005084477,0.00002538136,0.002374038],"genre_scores_gemma":[0.00141401,0.0004891116,0.00006855049,0.9732553,0.01801063,0.00002781106,0.00002078569,0.00001202484,0.006701855],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.988398,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01925348724876815,"score_gpt":0.2953256776836043,"score_spread":0.2760721904348362,"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."}}