{"id":"W3186460166","doi":"10.3389/fped.2021.603423","title":"Age-Matching in Pediatric Fecal Matter Transplants","year":2021,"lang":"en","type":"article","venue":"Frontiers in Pediatrics","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"Canadian Institutes of Health Research; Parkinson Canada; Canadian Institute for Advanced Research","keywords":"Medicine; Front (military); Matching (statistics); Child health; Pediatrics; Fecal bacteriotherapy; Family medicine; Pathology; Clostridium difficile","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001723887,0.0001116089,0.0002786211,0.0003979359,0.0003334704,0.0006783857,0.0002458652,0.0004029161,0.007325632],"category_scores_gemma":[0.009251377,0.00005427674,0.0002600929,0.0006801466,0.0002184902,0.0007122784,0.0005379479,0.0006514067,0.0008696007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005624694,"about_ca_system_score_gemma":0.0008274131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009809064,"about_ca_topic_score_gemma":0.001034186,"domain_scores_codex":[0.998962,0.000442896,0.00009328547,0.0001343655,0.0001690669,0.0001983844],"domain_scores_gemma":[0.9971813,0.000837685,0.001198477,0.0001373578,0.0001631114,0.0004820589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001257318,0.0002814735,0.6105514,0.0002311916,0.00009444758,0.001510862,0.0002171672,0.0004056243,0.0005109861,0.003704387,0.02324464,0.3579905],"study_design_scores_gemma":[0.0001546403,0.001323213,0.8916092,0.001339308,0.0002461121,0.02399658,0.001896794,0.002046857,0.001950863,0.01004167,0.06535588,0.00003884524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8926138,0.05410535,0.005013703,0.01353044,0.002618036,0.0001024007,0.00122303,0.00006617614,0.03072695],"genre_scores_gemma":[0.9834975,0.00992773,0.001199285,0.001889929,0.001340208,0.00003288029,0.0005483523,0.00002847048,0.001535762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007325632,"threshold_uncertainty_score":0.02450663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01543997753073611,"score_gpt":0.2718254282913179,"score_spread":0.2563854507605818,"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."}}