{"id":"W4210510805","doi":"10.2196/preprints.11317","title":"Living With Inflammatory Bowel Disease: Protocol for a Longitudinal Study of Factors Associated With Symptom Exacerbations (Preprint)","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Exacerbation; Calprotectin; Inflammatory bowel disease; Internal medicine; Faecal calprotectin; Ulcerative colitis; Disease; 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":[],"consensus_categories":[],"category_scores_codex":[0.01546396,0.001986808,0.002969276,0.001621508,0.002486983,0.001412435,0.001398266,0.002238533,0.08456698],"category_scores_gemma":[0.01748634,0.00170593,0.002442769,0.001804399,0.0006697256,0.001433144,0.001542494,0.002982887,0.01836207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002700106,"about_ca_system_score_gemma":0.01104022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003295494,"about_ca_topic_score_gemma":0.007727775,"domain_scores_codex":[0.992368,0.0040415,0.001717831,0.0007722781,0.0005338584,0.0005665399],"domain_scores_gemma":[0.9886591,0.002347726,0.001737024,0.001838216,0.00446044,0.0009575696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.1286739,0.01670295,0.02375306,0.05478152,0.001743084,0.001413398,0.003375211,0.004066786,0.00798087,0.01084445,0.5609573,0.1857075],"study_design_scores_gemma":[0.1265993,0.01708044,0.09087774,0.02366473,0.0009483556,0.0006363878,0.001814714,0.003893826,0.003054665,0.00916944,0.7217894,0.0004708986],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003208685,0.0003769189,0.004630345,0.0004741366,0.0003948476,0.9643302,0.02216393,0.0002011618,0.004219768],"genre_scores_gemma":[0.001895358,0.0001642786,0.004333184,0.0003395969,0.00003800531,0.9899017,0.002384278,0.00001495509,0.000928605],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08456698,"threshold_uncertainty_score":0.2829047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02768816478224517,"score_gpt":0.2962289879118442,"score_spread":0.268540823129599,"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."}}