{"id":"W4235915338","doi":"10.3410/f.725507539.793511004","title":"Faculty Opinions recommendation of Intestinal microbiota and its relationship with necrotizing enterocolitis.","year":2015,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Necrotizing enterocolitis; Enterocolitis; Microbiology; Gastroenterology; Medicine; Internal medicine; Biology","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":[0.001378794,0.002051062,0.002014434,0.003867818,0.0005906361,0.002802058,0.003008122,0.002710608,0.07586922],"category_scores_gemma":[0.01470504,0.0005595594,0.002286128,0.004877886,0.0003204437,0.001470213,0.002255206,0.00170452,0.05718001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001410256,"about_ca_system_score_gemma":0.003575878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02088084,"about_ca_topic_score_gemma":0.05864506,"domain_scores_codex":[0.9984441,0.0002348565,0.0002739518,0.0004715463,0.000365893,0.0002096001],"domain_scores_gemma":[0.9943917,0.001257287,0.001210304,0.0008983429,0.001388686,0.0008535868],"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":[0.0001635497,0.00002682136,0.004569656,0.001647218,0.0001509225,0.00002661015,0.0000114499,0.0001507812,0.0001158397,0.0001845369,0.9882251,0.004727522],"study_design_scores_gemma":[0.000882283,0.00006145179,0.02958803,0.002026373,0.0004077541,0.0002178051,0.00006530234,0.001168125,0.0005102767,0.001373611,0.9636319,0.00006714171],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002529523,0.0002408682,0.00004875079,0.000182781,0.000047793,0.00001942345,0.9983192,0.0001697804,0.0007183062],"genre_scores_gemma":[0.001135921,0.0002543872,0.0003286375,0.0001864076,0.00003706135,0.00007809957,0.9967954,0.00004607176,0.001137945],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07586922,"threshold_uncertainty_score":0.2538078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06547871008985001,"score_gpt":0.3761719610010567,"score_spread":0.3106932509112067,"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."}}