{"id":"W2003629111","doi":"10.1186/cc5543","title":"HELLP syndrome: utility of specific classifications as prognostic tools","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"HELLP syndrome; Medicine; Hemolysis; Elevated liver enzymes; Pregnancy; Complication; Intensive care medicine; Obstetrics; Preeclampsia; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006317312,0.0007021711,0.0006209236,0.003070044,0.0002814168,0.001200864,0.000604391,0.0005346671,0.0007557541],"category_scores_gemma":[0.0215151,0.0001341669,0.0002930634,0.001818919,0.000477435,0.001915561,0.0007524589,0.0007616901,0.0001576344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003022504,"about_ca_system_score_gemma":0.0004972547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000675582,"about_ca_topic_score_gemma":0.0009542106,"domain_scores_codex":[0.9978683,0.001253931,0.0003091554,0.0001188991,0.0003641727,0.00008557502],"domain_scores_gemma":[0.9889213,0.006036639,0.002321964,0.000541613,0.001567526,0.0006109261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006467763,0.00007721253,0.9309828,0.0001424971,0.0001294167,0.00008714268,0.0001841037,0.0003754571,0.0003153964,0.0003742028,0.0006191346,0.06606567],"study_design_scores_gemma":[0.0001324056,0.001620306,0.9812878,0.0004645163,0.0005346565,0.001537471,0.000814413,0.007165375,0.0007471749,0.002862435,0.002775297,0.00005813981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966236,0.01914356,0.005293208,0.001615951,0.0002660786,0.0001869326,0.0009260806,0.0000460056,0.006286175],"genre_scores_gemma":[0.9879289,0.003314032,0.00727034,0.0001551236,0.0004934187,0.00008455151,0.0005448246,0.000009203841,0.0001996118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006317312,"threshold_uncertainty_score":0.0334096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0855084113848499,"score_gpt":0.3585431828065543,"score_spread":0.2730347714217045,"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."}}