{"id":"W4246500968","doi":"10.3410/f.727288865.793555373","title":"Faculty Opinions recommendation of Multiple strains probiotics appear to be the most effective probiotics in the prevention of necrotizing enterocolitis and mortality: An updated meta-analysis.","year":2019,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Necrotizing enterocolitis; Meta-analysis; Enterocolitis; Medicine; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.005503817,0.001378416,0.004081325,0.002678084,0.0006808333,0.002687569,0.002954193,0.002359363,0.05851015],"category_scores_gemma":[0.05121953,0.001034157,0.01129208,0.005901435,0.0002871918,0.001753511,0.001642566,0.002725261,0.01049902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001563734,"about_ca_system_score_gemma":0.004501545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02047529,"about_ca_topic_score_gemma":0.05047176,"domain_scores_codex":[0.9930588,0.002117225,0.002130059,0.001036639,0.001301645,0.0003556517],"domain_scores_gemma":[0.9802094,0.007837501,0.005158905,0.002211964,0.003862884,0.0007194302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.006011546,0.00008131329,0.02458201,0.07864798,0.05957543,0.00008475136,0.00007433615,0.0007564656,0.000455391,0.0007562193,0.8067021,0.02227242],"study_design_scores_gemma":[0.04829111,0.0004970043,0.1378774,0.03577748,0.1744476,0.0005407303,0.0002035364,0.001895234,0.001195067,0.004263838,0.594616,0.0003951222],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001867451,0.009466819,0.0006160144,0.001586491,0.0004154138,0.0003296068,0.9833089,0.0001849598,0.002224319],"genre_scores_gemma":[0.05693017,0.01388179,0.005759221,0.00575406,0.0008905474,0.004057795,0.9023749,0.0005375789,0.009813868],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05851015,"threshold_uncertainty_score":0.195736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1142599716706839,"score_gpt":0.4308354638948644,"score_spread":0.3165754922241805,"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."}}