{"id":"W4362701604","doi":"10.3310/nihropenres.14465.r29045","title":"Peer Review Report For: Haemophagocytic lymphohistiocytosis in pregnancy and the postpartum period: A retrospective case series analysis [version 1; peer review: 2 approved]","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Medicine; Pregnancy; Miscarriage; Pediatrics; Retrospective cohort study; Obstetrics; Surgery","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003498954,0.0003472542,0.0005696613,0.002586372,0.00155578,0.002917647,0.001286667,0.0009841819,0.0428407],"category_scores_gemma":[0.04568777,0.0003560718,0.0004275644,0.002185887,0.001079309,0.001920388,0.001352035,0.0008396443,0.01987985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000564707,"about_ca_system_score_gemma":0.002347585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001071077,"about_ca_topic_score_gemma":0.001232318,"domain_scores_codex":[0.9949067,0.001381114,0.001110536,0.0005310155,0.00171118,0.0003592857],"domain_scores_gemma":[0.9630842,0.005530978,0.007493592,0.003612778,0.01768111,0.002597418],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004951496,0.0003693471,0.2177708,0.003674753,0.0002366097,0.05565361,0.002790541,0.0001391538,0.002794853,0.001973008,0.5728195,0.1412826],"study_design_scores_gemma":[0.0001707465,0.0004656511,0.2208925,0.006530785,0.0002428105,0.1325684,0.005557552,0.0007506428,0.002402483,0.001602719,0.6286483,0.0001674233],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5462907,0.04535589,0.01512966,0.04431724,0.02302272,0.01650366,0.02834267,0.00268543,0.278352],"genre_scores_gemma":[0.8791331,0.01851785,0.01111914,0.005797706,0.008098145,0.003264816,0.0134914,0.001253709,0.05932405],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.996501,"threshold_uncertainty_score":0.1433164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04065906530777528,"score_gpt":0.353979570840707,"score_spread":0.3133205055329317,"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."}}