{"id":"W6961243281","doi":"10.1371/journal.pone.0311895.s009","title":"Associations between preterm birth and employment income per year at or after the age of 18 years for individuals born in 1990–1996 in Canada, excluding individuals with zero employment income.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Zero (linguistics); Premature birth; Population; Incidence (geometry); Socioeconomic status; Low income","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004761563,0.0003977453,0.0004639658,0.001401557,0.001245692,0.0005892116,0.001480511,0.0006062458,0.003911612],"category_scores_gemma":[0.001652498,0.0003438147,0.0009616443,0.00308724,0.0003645339,0.0003055871,0.0006360405,0.001158035,0.0004697781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004644715,"about_ca_system_score_gemma":0.009768956,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.982434,"about_ca_topic_score_gemma":0.9865237,"domain_scores_codex":[0.9995486,0.00002701633,0.00004134761,0.00008826471,0.00008990134,0.000204912],"domain_scores_gemma":[0.9975755,0.0001456464,0.0008437581,0.0001097844,0.0005859576,0.0007394438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008258113,0.00004645902,0.9802135,0.0001271012,0.0003847087,0.0002188525,0.0001922887,0.0003039255,0.0003296856,0.0001197817,0.01194262,0.005295265],"study_design_scores_gemma":[0.00001453425,0.00001730508,0.9986701,0.00003419998,0.00006144277,0.00005128343,0.0001658155,0.0001171193,0.00003339094,0.00001381976,0.0008159442,0.000004972843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8619284,0.002937499,0.0002462513,0.0006385116,0.000104843,0.00005820607,0.1280826,0.0000701004,0.0059336],"genre_scores_gemma":[0.9432209,0.001410032,0.0004312584,0.0001614525,0.00002794587,0.0000471263,0.04875905,0.00002726078,0.005914783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01756603,"threshold_uncertainty_score":0.03533888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04698168801233083,"score_gpt":0.2615459404346824,"score_spread":0.2145642524223516,"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."}}