{"id":"W2133039603","doi":"10.1186/1471-2431-14-93","title":"The economic burden of prematurity in Canada","year":2014,"lang":"en","type":"article","venue":"BMC Pediatrics","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":162,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Simon Fraser University","funders":"","keywords":"Medicine; Pediatrics; Gestational age; Population; Pregnancy; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000229431,0.00005246511,0.0001185099,0.00003053557,0.00002363749,0.000004413624,0.00008047364,0.00003134265,0.00001537894],"category_scores_gemma":[0.0001207903,0.00003715017,0.00002352115,0.00005313704,0.00001057602,0.00001673249,0.0000252293,0.00008280743,0.000002647248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002273796,"about_ca_system_score_gemma":0.001782101,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2545911,"about_ca_topic_score_gemma":0.6852204,"domain_scores_codex":[0.9994871,0.00002365991,0.0001843813,0.00007479471,0.0001067153,0.0001233451],"domain_scores_gemma":[0.9995015,0.0002182568,0.00006157603,0.000157792,0.00002449411,0.00003638135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004341975,8.789042e-7,0.9921827,0.0001400115,0.000003567934,0.000002197199,0.0003403351,0.00007668565,0.000005413698,0.0002785876,0.005905803,0.001020456],"study_design_scores_gemma":[0.001993665,0.00007312521,0.851459,0.00004247719,0.00008487442,0.00001873165,0.0005154946,0.006922884,0.0004584008,0.0005391847,0.1375445,0.0003476619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893271,0.0001988083,0.000004952038,0.0001127742,0.0003115819,0.0001218482,0.00001307253,0.000005056516,0.00990478],"genre_scores_gemma":[0.999078,0.0001073177,0.0003540981,0.00004097499,0.0002822732,0.000003791816,0.00001570179,0.000004876395,0.0001129816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4306293,"threshold_uncertainty_score":0.7503726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007834238719648046,"score_gpt":0.2122682080118587,"score_spread":0.2044339692922107,"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."}}