{"id":"W4391806816","doi":"10.21801/ppcrj.2023.94.6","title":"Breathing in the Future: Unraveling the Link Between Prenatal Outdoor Air Pollution and Neurodevelopment in Offspring: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"Principles and Practice of Clinical Research Journal","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Observational study; Offspring; Environmental health; Systematic review; MEDLINE; Prenatal exposure; Pediatrics; Pregnancy; Pathology; 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":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1267305,0.000245989,0.001626751,0.0001426178,0.0003027817,0.0002110894,0.0007327099,0.0002540471,0.00001673526],"category_scores_gemma":[0.04131619,0.0001147185,0.0002064825,0.0006734329,0.0003430105,0.0004036878,0.0008339907,0.005844616,0.00002788936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001836635,"about_ca_system_score_gemma":0.0006282047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001131155,"about_ca_topic_score_gemma":0.00007299583,"domain_scores_codex":[0.9806998,0.01349449,0.003314148,0.0004302843,0.001519209,0.0005421054],"domain_scores_gemma":[0.9783363,0.01962001,0.001297611,0.0003980747,0.00005384468,0.000294183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002694744,0.00004009864,0.00009613456,0.3768388,0.00006115941,0.00009927876,0.0009184128,0.00000318315,6.678371e-9,0.0003092864,0.0001478889,0.6214588],"study_design_scores_gemma":[0.0001391255,0.0001425094,0.001773851,0.2968232,0.0005025415,0.0006988536,0.0005533624,0.00005801714,1.298522e-8,0.0002504057,0.6989384,0.0001197257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006549165,0.9230604,0.00001941298,0.07454947,0.0001090831,0.001790859,0.000006316062,0.000003531713,0.0003953994],"genre_scores_gemma":[0.0004072706,0.9970332,0.0006291168,0.001227184,0.0005872176,0.00004949073,0.000002047382,0.00001779176,0.00004662963],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6987905,"threshold_uncertainty_score":0.9964489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4191810975799683,"score_gpt":0.5577751217316244,"score_spread":0.1385940241516561,"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."}}