{"id":"W2998806476","doi":"10.1177/0840470419899426","title":"Precision medicine and gut dysbiosis","year":2020,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Island Health; University of Guelph","funders":"Canadian Institutes of Health Research","keywords":"Dysbiosis; Fecal bacteriotherapy; Gastrointestinal tract; Diarrhea; Medicine; Abdominal pain; Gut flora; Disease; Clostridium difficile; Clostridioides; Intensive care medicine; Immunology; Internal medicine; Microbiology; Biology; Antibiotics","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":[0.008733487,0.0005007168,0.0009584781,0.001681486,0.0008722371,0.00390184,0.0008556051,0.002675815,0.00535272],"category_scores_gemma":[0.01476829,0.0001775522,0.0007148621,0.001144994,0.003654837,0.001665841,0.002205196,0.003009063,0.001044241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002039783,"about_ca_system_score_gemma":0.004110247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002773433,"about_ca_topic_score_gemma":0.003337767,"domain_scores_codex":[0.9962143,0.001687803,0.00020978,0.0005061954,0.001136013,0.000245898],"domain_scores_gemma":[0.9873541,0.007244432,0.001677802,0.001009619,0.001914922,0.0007990702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002888484,0.000119397,0.007770936,0.003365099,0.000404848,0.0004632113,0.0008277653,0.001270589,0.003903045,0.1303683,0.07633026,0.7748876],"study_design_scores_gemma":[0.0001007782,0.000694026,0.01086285,0.005582097,0.0003046332,0.001634234,0.0009754251,0.001032677,0.004900872,0.1946414,0.7791352,0.0001357548],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01014008,0.7388766,0.02027743,0.1883507,0.008068454,0.00008389831,0.0007120741,0.0006638638,0.03282686],"genre_scores_gemma":[0.2781847,0.5838885,0.03607379,0.07999782,0.01096202,0.0002047581,0.0006724409,0.0001328983,0.009883025],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008733487,"threshold_uncertainty_score":0.04618764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06357120676728423,"score_gpt":0.3491152354421064,"score_spread":0.2855440286748221,"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."}}