{"id":"W1990897942","doi":"10.1371/journal.pmed.1001507","title":"Preconception Care in Low- and Middle-Income Countries: New Opportunities and a New Metric","year":2013,"lang":"en","type":"letter","venue":"PLoS Medicine","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Low and middle income countries; Metric (unit); Medicine; Low income; Environmental health; Developing country; Economic growth; Demography; Socioeconomics; Business; Economics; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00891175,0.001016986,0.001788664,0.0008781641,0.006683148,0.005779753,0.00245544,0.05193433,0.0134803],"category_scores_gemma":[0.02972993,0.0009600007,0.001727849,0.001319368,0.005582204,0.009888974,0.006806091,0.03699481,0.003336311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009649688,"about_ca_system_score_gemma":0.02505685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0376881,"about_ca_topic_score_gemma":0.07551033,"domain_scores_codex":[0.9902974,0.003561753,0.001216345,0.0006891859,0.002233728,0.002001761],"domain_scores_gemma":[0.9688946,0.01390309,0.001838078,0.000601261,0.005325498,0.009437425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004242449,0.00004427929,0.0009732576,0.0001289093,0.00001324166,0.0006675331,0.0001726004,0.00003678473,0.0001029413,0.002365766,0.9827484,0.0127038],"study_design_scores_gemma":[0.0003767445,0.0001916931,0.00604654,0.001904828,0.00008518717,0.001901692,0.003723106,0.0006714992,0.0003050568,0.01614624,0.9684805,0.0001669651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000212128,0.001236186,0.00004209171,0.9897541,0.007742113,0.00000538945,0.00003913834,0.000009347234,0.0009594955],"genre_scores_gemma":[0.003204256,0.00249428,0.0003701441,0.9651738,0.02570974,0.00004197497,0.00004745645,0.00001906023,0.002939288],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05193433,"threshold_uncertainty_score":0.07493746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06174909853960318,"score_gpt":0.2774734820142648,"score_spread":0.2157243834746616,"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."}}