{"id":"W4200005344","doi":"10.21203/rs.3.rs-1070839/v1","title":"Health care utilization and costs following nonfatal firearm injuries for children and youth","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Hospital for Sick Children; York University; Institute for Clinical Evaluative Sciences; Centre for Addiction and Mental Health","funders":"","keywords":"Health care; Medical emergency; Business; Environmental health; Psychology; Criminology; Medicine; Economics; Economic growth","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004805747,0.0002537823,0.0003375996,0.00136297,0.0005925769,0.0009888714,0.0006630474,0.0002581828,0.001377994],"category_scores_gemma":[0.00200945,0.0001998495,0.0009603496,0.002074961,0.0002805114,0.0003395458,0.0005450399,0.0005617378,0.0001197035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009059603,"about_ca_system_score_gemma":0.005572403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8535993,"about_ca_topic_score_gemma":0.8895113,"domain_scores_codex":[0.9992039,0.00008183262,0.00007714108,0.00007975301,0.0002516441,0.0003056575],"domain_scores_gemma":[0.9982731,0.0001015658,0.0009513894,0.00002782232,0.0003407385,0.0003053442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001665352,0.0000118881,0.9981524,0.00002482684,0.00005076154,0.00003338962,0.0001008015,0.00008580044,0.00001524897,0.00002742056,0.000289779,0.001191044],"study_design_scores_gemma":[0.000001308885,0.00001057883,0.9994473,0.00002619725,0.00001339003,0.00003100104,0.0002148688,0.00008523918,0.00001151825,0.000007521374,0.0001492885,0.000001899048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908299,0.00091971,0.00005760299,0.0001713866,0.000007538126,0.00002143179,0.007016795,0.000004496531,0.0009710406],"genre_scores_gemma":[0.9956103,0.0006818144,0.00009949323,0.00004555033,0.000008529156,0.00002074178,0.003251244,0.000001462542,0.000280835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8535993,"threshold_uncertainty_score":0.2945257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1247500563425961,"score_gpt":0.488082056342975,"score_spread":0.363332000000379,"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."}}