{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001157892,0.0002487789,0.0004078903,0.0002283971,0.0001108546,0.00004361021,0.0002980058,0.0003007967,0.01219521],"category_scores_gemma":[0.0006365989,0.000202146,0.00003887164,0.0003451021,0.00001161746,0.00009590133,0.0001978997,0.0002664851,0.00005157437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001143835,"about_ca_system_score_gemma":0.0005795087,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5603547,"about_ca_topic_score_gemma":0.7725269,"domain_scores_codex":[0.9986807,0.00002161856,0.0004097995,0.0004022485,0.0002066957,0.0002789834],"domain_scores_gemma":[0.9992125,0.0001255536,0.000345632,0.0001751078,0.00009581777,0.00004541296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000009442908,0.000007825506,0.0548483,0.0007017435,0.00004148569,0.000003070333,0.00002999689,0.000001140055,0.000001994252,0.000003958395,0.9364375,0.007913524],"study_design_scores_gemma":[0.0002367708,0.000007513589,0.5211611,0.0008509405,0.00001225727,3.782199e-7,0.00006106984,0.00002532909,0.000003065121,0.000007332747,0.4774745,0.000159784],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.3823715,0.005137403,0.00007941738,0.04440873,0.001181436,0.03683013,0.4681931,0.001583892,0.0602144],"genre_scores_gemma":[0.9107478,0.00001328935,0.0002093997,0.002137661,0.001520533,0.000976637,0.07076827,0.0003988636,0.01322752],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5283763,"threshold_uncertainty_score":0.9887078,"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."}}