{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003857282,0.0002426194,0.0005350646,0.0008443365,0.00004993312,0.00004731863,0.0001761332,0.0002725819,0.0002334381],"category_scores_gemma":[0.0001400218,0.0002547105,0.0001532499,0.001880302,0.00003874694,0.0001002597,0.00008114192,0.0009400963,0.0001304403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003218191,"about_ca_system_score_gemma":0.0004562789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007978426,"about_ca_topic_score_gemma":0.000081618,"domain_scores_codex":[0.9974061,0.0001191917,0.0005580739,0.0005446704,0.0006275022,0.0007444823],"domain_scores_gemma":[0.9991471,0.0001080901,0.00005451353,0.0003779123,0.00007743068,0.0002349297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001812113,0.000431719,0.966646,0.0005052309,0.00001109612,0.005901621,0.0004564814,0.00008254267,0.0002941367,0.000008320278,0.02391343,0.001568267],"study_design_scores_gemma":[0.008925362,0.0001916374,0.9780779,0.0001402188,0.0003412073,0.0003361277,0.001392255,0.0005364893,0.003939325,0.0006961332,0.004488948,0.0009343593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876285,0.004679653,0.0006596288,0.0008834306,0.0009833128,0.0002950124,0.00003024447,0.00003793158,0.004802241],"genre_scores_gemma":[0.9846817,0.008120613,0.0037688,0.000366676,0.001055914,0.00002900939,0.0001291401,0.00005661423,0.001791515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01942448,"threshold_uncertainty_score":0.9999905,"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."}}