{"id":"W4410862888","doi":"10.36106/paripex/3600510","title":"ASPIRIN FOR PRE-ECLAMPSIA PREVENTION: A SYSTEMATIC REVIEW OF DOSE AND TIMING EFFECTIVENESS","year":2025,"lang":"en","type":"review","venue":"PARIPEX INDIAN JOURNAL OF RESEARCH","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aspirin; Eclampsia; Medicine; Internal medicine; Pregnancy; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01227595,0.0003224936,0.004945813,0.0009343079,0.0001596338,0.00003196265,0.0003940158,0.000266267,0.00001547682],"category_scores_gemma":[0.006371042,0.0002170184,0.001034313,0.0008326848,0.0002101209,0.00009720551,0.0001692166,0.001175257,0.000002980173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001796062,"about_ca_system_score_gemma":0.001907513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002266934,"about_ca_topic_score_gemma":0.000001401369,"domain_scores_codex":[0.994156,0.002516888,0.001785472,0.000295272,0.0008424543,0.0004039104],"domain_scores_gemma":[0.9918894,0.005232214,0.001197087,0.0004841982,0.001000007,0.0001971031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000108903,0.00008213281,0.00003463915,0.9050291,0.001429785,0.0001100043,0.0001670272,3.240317e-8,1.930579e-7,0.00008045794,0.000290761,0.09266695],"study_design_scores_gemma":[0.0008315893,0.0009786455,0.00006454712,0.97388,0.004719397,0.0009326784,0.000050911,5.601953e-7,0.000003940871,0.000273527,0.01812784,0.0001363533],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009030495,0.9914131,0.0001440611,0.00008051481,0.000142411,0.007590961,0.0000260843,0.000006003987,0.0005878636],"genre_scores_gemma":[0.00008858788,0.9979263,0.0004809976,0.00001578385,0.0001406407,0.0007064632,0.00001528119,0.00002835327,0.0005976107],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09253059,"threshold_uncertainty_score":0.8849754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1472624889118371,"score_gpt":0.5071641281458268,"score_spread":0.3599016392339897,"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."}}