{"id":"W1498848625","doi":"10.24095/hpcdp.29.2.04","title":"Deprivation and unintentional injury hospitalization in Quebec children","year":2009,"lang":"en","type":"article","venue":"Chronic diseases in Canada","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Poisson regression; Social deprivation; Injury prevention; Census; Poison control; Occupational safety and health; Suicide prevention; Human factors and ergonomics; Environmental health; Demography; Medical emergency; Pediatrics; Emergency medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008370315,0.00007047324,0.0001298854,0.00007824678,0.00002383255,0.000003728154,0.00003247174,0.0000425529,0.0001031177],"category_scores_gemma":[0.0001251904,0.00007150914,0.00001897154,0.0001308481,0.00002852711,0.00009328373,0.000009321715,0.00008858588,9.075604e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001258073,"about_ca_system_score_gemma":0.001651916,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.769802,"about_ca_topic_score_gemma":0.955543,"domain_scores_codex":[0.9993641,0.00005106179,0.0001994957,0.0001568012,0.00008998535,0.0001385815],"domain_scores_gemma":[0.9997519,0.00002619666,0.00004446334,0.00009640326,0.00001961002,0.00006141355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006488252,0.00004320613,0.9656855,0.00001885114,0.00000758538,0.00001056414,0.00001189272,0.00004819814,0.00002024107,0.002148411,0.002069592,0.02987104],"study_design_scores_gemma":[0.000586265,0.00007558226,0.995083,0.0001203808,0.00001864203,0.000004314406,0.00001308622,0.00054571,0.00002200054,0.003249503,0.0002127131,0.00006881906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99668,0.001514759,0.00008789171,0.001192427,0.000100968,0.0002110364,0.00001998414,0.000008883638,0.000184094],"genre_scores_gemma":[0.998457,0.0001321795,0.00002262153,0.0007497045,0.00006327062,0.000008112616,0.0004134464,0.000003778717,0.0001499479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.185741,"threshold_uncertainty_score":0.3289818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004156459185673598,"score_gpt":0.2510740454899454,"score_spread":0.2469175863042719,"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."}}