{"id":"W2761280517","doi":"10.1093/pch/pxx086.033","title":"DIAGNOSIS AND TREATMENT OF CHORIOAMNIONITIS- QUALITY ASSURANCE STUDY","year":2017,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chorioamnionitis; Medicine; Obstetrics; Pediatrics; Pregnancy; Intensive care medicine; Gestation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01336449,0.0003017488,0.0005432992,0.001642534,0.001145984,0.001499901,0.001180921,0.0005927899,0.0025019],"category_scores_gemma":[0.03485928,0.0004937464,0.001156805,0.003385713,0.0007312082,0.0009798192,0.002159664,0.001130134,0.0003457461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006934969,"about_ca_system_score_gemma":0.01016754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04814346,"about_ca_topic_score_gemma":0.04587677,"domain_scores_codex":[0.9866468,0.004495079,0.002628458,0.001455114,0.003805257,0.0009692259],"domain_scores_gemma":[0.9458365,0.005771117,0.0275406,0.00318022,0.01271618,0.004955339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004263784,0.0002309535,0.991667,0.000216326,0.0001319632,0.00002715413,0.00048165,0.0000507729,0.00005887271,0.00005583837,0.0009340792,0.005719199],"study_design_scores_gemma":[0.0001537084,0.0005048666,0.9967721,0.0001521899,0.00006679488,0.00007000176,0.0004892742,0.0001518163,0.00006923889,0.00002394354,0.001536734,0.000009302571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766083,0.00311622,0.001527955,0.001328685,0.00007941805,0.003398341,0.008815601,0.00006259394,0.005063007],"genre_scores_gemma":[0.9920352,0.0007216727,0.001785517,0.0004011807,0.0000383299,0.001174079,0.003338529,0.00001395898,0.0004914654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04814346,"threshold_uncertainty_score":0.09572643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05747144881023573,"score_gpt":0.3842316743318265,"score_spread":0.3267602255215908,"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."}}