{"id":"W3048015671","doi":"10.1111/aji.13316","title":"Specific inflammatory profile in each pregnancy complication: A comparative study","year":2020,"lang":"en","type":"article","venue":"American Journal of Reproductive Immunology","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Institute of Human Development, Child and Youth Health","keywords":"Medicine; Pregnancy; Obstetrics; Cohort; CXCL9; Inflammation; Pathological; Premature birth; Gestation; Chemokine; Immunology; Internal medicine; CXCL10","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002714646,0.0001877753,0.0009558636,0.0001689887,0.00006120047,0.000006762441,0.0002178774,0.00003079961,0.00004140719],"category_scores_gemma":[0.0001863358,0.0001567058,0.0001022633,0.0006185157,0.0006821671,0.0001472366,0.00009654537,0.0006625202,0.00003266603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008917756,"about_ca_system_score_gemma":0.0001379851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001110933,"about_ca_topic_score_gemma":0.000002199908,"domain_scores_codex":[0.9980471,0.0004170347,0.0006885502,0.0004191541,0.0002004283,0.0002277214],"domain_scores_gemma":[0.9982811,0.0001104241,0.00071922,0.000420007,0.0003948626,0.00007435703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005819011,0.001819595,0.8117644,0.0000569565,0.001739841,0.0006123211,0.09264649,0.00003030505,0.0210237,0.0003393955,0.0008642223,0.06328376],"study_design_scores_gemma":[0.002852263,0.009410821,0.9447773,0.0003407432,0.00008720933,0.0005505188,0.03375226,0.000004614497,0.00400095,0.0001126721,0.00391733,0.0001933085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756484,0.01567551,0.0001537228,0.005310899,0.0001531249,0.001112719,0.000002506165,0.00002499943,0.001918086],"genre_scores_gemma":[0.9978173,0.0004632919,0.001247226,0.0001130366,0.0002437882,0.00006360443,0.000002062227,0.00001413743,0.00003552674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1330129,"threshold_uncertainty_score":0.6390276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04924501353733138,"score_gpt":0.3121081810315057,"score_spread":0.2628631674941743,"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."}}