{"id":"W3000314453","doi":"10.1093/ecco-jcc/jjz203.939","title":"P811 A watchful approach for newly diagnosed Crohn’s disease patients with an inflammatory phenotype","year":2020,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Watchful waiting; Crohn's disease; Prednisone; Internal medicine; Retrospective cohort study; Disease; Cohort; Medical record; Clinical phenotype; Surgery; Pediatrics; Phenotype; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002750207,0.0001623342,0.0003376875,0.0004387169,0.0004849039,0.0004885484,0.0001945594,0.0002988566,0.00193329],"category_scores_gemma":[0.00109896,0.000112381,0.0002900956,0.0004812353,0.0002277904,0.0003713419,0.0002905049,0.0004005945,0.0002628466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001701843,"about_ca_system_score_gemma":0.0003070725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001068343,"about_ca_topic_score_gemma":0.001916219,"domain_scores_codex":[0.9997647,0.00005349986,0.00002870077,0.00005856555,0.00003486812,0.00005950921],"domain_scores_gemma":[0.9989285,0.0001716301,0.0005639778,0.0000375761,0.00004893076,0.0002493995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002852747,0.00006493793,0.9922802,0.00004901127,0.0000221224,0.001353677,0.00006930918,0.00001714286,0.0006291459,0.00002195304,0.0002116172,0.004995671],"study_design_scores_gemma":[0.00002218326,0.0004675642,0.9909307,0.00005058457,0.00004678009,0.007105899,0.0002812647,0.0001239032,0.0001792922,0.00005009799,0.0007352256,0.000006393119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997902,0.001228399,0.0001060403,0.0000764969,0.00002156098,0.000009797703,0.0001213525,0.00000348376,0.0005307676],"genre_scores_gemma":[0.9990951,0.0004311776,0.00008457217,0.0000526481,0.00003895081,0.000006206264,0.000148549,0.000001228609,0.0001415692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00193329,"threshold_uncertainty_score":0.006467462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007399301999198936,"score_gpt":0.213099076929536,"score_spread":0.2056997749303371,"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."}}