{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006786541,0.000220785,0.0003649517,0.001789728,0.00066444,0.0006137172,0.0004735387,0.0002850346,0.001188651],"category_scores_gemma":[0.001555789,0.0004008909,0.0004169384,0.001924162,0.0002521528,0.0005107672,0.0005958189,0.0004094862,0.000184853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001157462,"about_ca_system_score_gemma":0.0007963967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03909995,"about_ca_topic_score_gemma":0.03544435,"domain_scores_codex":[0.999587,0.00005488578,0.00007453773,0.0001103253,0.00008859261,0.00008466539],"domain_scores_gemma":[0.9991006,0.00009985688,0.0004987281,0.00006627966,0.000168488,0.0000661434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002959546,0.0000173538,0.9981547,0.00002395895,0.00002541395,0.00006700487,0.0002097241,0.00001405243,0.00004092931,0.00001673766,0.0002713506,0.001129203],"study_design_scores_gemma":[0.000002771207,0.00003378923,0.9980421,0.00002841285,0.00003295426,0.0002106857,0.0008504782,0.00005483775,0.00003636871,0.000009302201,0.0006945357,0.000003687464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949324,0.0004639729,0.0001107471,0.00006404863,0.00000627802,0.00002986559,0.003725098,0.00000901342,0.0006586544],"genre_scores_gemma":[0.9917859,0.00118498,0.0002851304,0.00008881022,0.00002184077,0.0001390471,0.006045457,0.000009300014,0.0004393443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03909995,"threshold_uncertainty_score":0.07774472,"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."}}