{"id":"W7065834320","doi":"","title":"Evidence brief: Reducing emergency department usage in people with inflammatory bowel disease in provincial health systems in Canada","year":2018,"lang":"en","type":"other","venue":"","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Inflammatory bowel disease; Healthcare system; Stakeholder; Disease; Inflammatory Bowel Diseases; MEDLINE","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.01005041,0.000523584,0.000982071,0.003322125,0.004615628,0.004404347,0.002112,0.002129749,0.009549847],"category_scores_gemma":[0.05585449,0.000420359,0.001254184,0.005234477,0.001435929,0.001322496,0.002410207,0.003377958,0.000487915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09718114,"about_ca_system_score_gemma":0.4255777,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.975422,"about_ca_topic_score_gemma":0.9934622,"domain_scores_codex":[0.9898163,0.002307784,0.001352597,0.00026247,0.00447472,0.001786173],"domain_scores_gemma":[0.9469449,0.01100951,0.002491646,0.0005368098,0.03140517,0.007611945],"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":[0.0006227479,0.0002842264,0.02364356,0.068344,0.0008002328,0.0004979403,0.005038349,0.001219029,0.0003499704,0.01411893,0.5224105,0.3626705],"study_design_scores_gemma":[0.001060631,0.000451203,0.1087432,0.207678,0.00286496,0.0002075139,0.01272359,0.0007675723,0.0008088467,0.004709919,0.6597776,0.0002068534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03324888,0.2525925,0.001575593,0.5178161,0.007528236,0.005120435,0.0352624,0.0001709027,0.1466849],"genre_scores_gemma":[0.4274178,0.4042808,0.01898881,0.1079126,0.002504998,0.004717861,0.01160572,0.00009122532,0.02248016],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09718114,"threshold_uncertainty_score":0.7051018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01100469603819924,"score_gpt":0.2544559397061479,"score_spread":0.2434512436679487,"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."}}