{"id":"W6904099397","doi":"10.1371/journal.pmed.1003435.g003","title":"Developmental vulnerability among 5,562 kindergarten-aged children in BC, Canada, admitted for the delivery admission between 31+0 and 36+6 weeks of gestation, 2000 to 2013.","year":2020,"lang":"en","type":"other","venue":"Figshare","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Confidence interval; Relative risk; Line (geometry); Hospital admission; Risk assessment","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":[0.0002820378,0.0005025084,0.0003314369,0.001379693,0.001761616,0.0008488925,0.001493135,0.0006231596,0.004641254],"category_scores_gemma":[0.001680874,0.0005163279,0.0005347777,0.003659525,0.0005120068,0.0004244818,0.001084777,0.001330373,0.0005701866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01101863,"about_ca_system_score_gemma":0.01527947,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9834235,"about_ca_topic_score_gemma":0.9903287,"domain_scores_codex":[0.9995397,0.00001993474,0.00004423222,0.00009247986,0.00009597291,0.0002077359],"domain_scores_gemma":[0.9988901,0.00007046726,0.0003131468,0.00003098976,0.000382673,0.0003125825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000932642,0.00003725489,0.9784843,0.00007266783,0.00004629774,0.000240637,0.0006856521,0.0003109468,0.00009185996,0.0001647889,0.01475552,0.00501673],"study_design_scores_gemma":[0.000006200322,0.00001435602,0.9970475,0.00009995283,0.00001809026,0.0001114793,0.001535788,0.0002049571,0.00002824924,0.00003465043,0.0008895684,0.000009367549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9192551,0.001591951,0.0001253075,0.0007547158,0.00005641942,0.00006658581,0.07192586,0.00004956294,0.006174455],"genre_scores_gemma":[0.9776432,0.002169839,0.0001623542,0.0001718634,0.00001363831,0.00005482595,0.0166201,0.00001610947,0.00314814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01657653,"threshold_uncertainty_score":0.07994604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02450849754074834,"score_gpt":0.2368965001107713,"score_spread":0.212388002570023,"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."}}