{"id":"W7060950818","doi":"","title":"Panels summary: Reducing emergencydepartment usage in people with inflammatory bowel disease in provincial health systems in Canada","year":2018,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Inflammatory bowel disease; Healthcare system; Thematic analysis; Disease; Public health; Disease surveillance","routes":{"ca_aff":false,"ca_fund":true,"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":[0.004534011,0.0006063247,0.000443278,0.001509693,0.006116775,0.002671096,0.001617085,0.001660892,0.02567817],"category_scores_gemma":[0.00802629,0.0002725467,0.0008253897,0.003167449,0.0007708608,0.000886371,0.001983494,0.00246653,0.002251291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03949736,"about_ca_system_score_gemma":0.2451006,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9626803,"about_ca_topic_score_gemma":0.9844308,"domain_scores_codex":[0.99721,0.0002173394,0.00008908361,0.0001114466,0.001360475,0.001011739],"domain_scores_gemma":[0.9855306,0.0005770343,0.0002316588,0.0001619999,0.008793281,0.004705405],"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":[0.00003066525,0.00001779066,0.002035706,0.0003155645,0.00001021602,0.00003259366,0.0005336843,0.000113108,0.0001443924,0.0005757939,0.9753358,0.02085463],"study_design_scores_gemma":[0.00004650134,0.00003461406,0.04257588,0.001081211,0.00003280883,0.0000261174,0.003106826,0.0001287766,0.000309674,0.0003503936,0.9522768,0.00003036608],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02691737,0.01818723,0.002278392,0.5124466,0.02654291,0.002918033,0.1088074,0.0005825022,0.3013196],"genre_scores_gemma":[0.2107066,0.06356183,0.01079103,0.1417505,0.01008931,0.002833116,0.08557133,0.0006390261,0.4740573],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03949736,"threshold_uncertainty_score":0.2865747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006970754918500121,"score_gpt":0.1976874646120945,"score_spread":0.1907167096935944,"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."}}