{"id":"W3197412009","doi":"10.1371/journal.pone.0256518","title":"Incidence of low birth weight in Mexico: A descriptive retrospective study from 2008–2017","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Maternal and Neonatal Healthcare","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Universidad Iberoamericana Ciudad de México","keywords":"Incidence (geometry); Low birth weight; Demography; Medicine; Geography; Environmental health; Pregnancy; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003075901,0.0001434711,0.0005301048,0.00009448337,0.0001802005,0.000004096107,0.000199168,0.0001333408,0.00124972],"category_scores_gemma":[0.0003356456,0.0001288815,0.0000351109,0.0003503092,0.00004135851,0.0001356624,0.00023774,0.000691095,0.0002378836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003071167,"about_ca_system_score_gemma":0.0003680659,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01198931,"about_ca_topic_score_gemma":0.02066585,"domain_scores_codex":[0.997547,0.0006117833,0.000560115,0.0003948414,0.0005171298,0.0003691586],"domain_scores_gemma":[0.9985144,0.0002202139,0.0002410583,0.0004072248,0.0004859333,0.0001311525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002267573,0.002014202,0.9780473,0.0004741105,0.00008405832,0.0002497118,0.01509639,1.411382e-7,0.003480602,0.0001164676,0.0001164215,0.00009383536],"study_design_scores_gemma":[0.001119026,0.0002398664,0.9738997,0.002510162,0.00002488897,5.286848e-7,0.007539183,0.00006055756,0.01226218,0.002187275,0.00002488031,0.0001317257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956443,0.0009823096,0.000007272789,0.0004764235,0.0001740084,0.0008519645,0.0003337634,0.00003671573,0.001493217],"genre_scores_gemma":[0.996071,0.0002514205,0.000472033,0.0002788428,0.0001347718,0.0001361449,0.00001892806,0.0000198964,0.002616914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008781578,"threshold_uncertainty_score":0.9996633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030429751916505,"score_gpt":0.359303501207549,"score_spread":0.2562605260158984,"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."}}