{"id":"W6923435599","doi":"10.14288/1.0406495","title":"Neighborhood socioeconomic deprivation and youth assault injuries in Vancouver, Canada","year":2022,"lang":"en","type":"article","venue":"Open Collections","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Poison control; Suicide prevention; Injury prevention; Occupational safety and health; Social deprivation; Human factors and ergonomics; Relative deprivation","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007155354,0.00004496856,0.00008276474,0.00005673083,0.005183116,0.0003937336,0.0002569651,0.00002736786,0.001154242],"category_scores_gemma":[0.0001026932,0.00005192005,0.0000117308,0.0005873467,0.00006482966,0.0002193346,0.000201249,0.0002080447,9.063888e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009274749,"about_ca_system_score_gemma":0.002811443,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9889382,"about_ca_topic_score_gemma":0.9985718,"domain_scores_codex":[0.9990467,0.0002537759,0.0001087406,0.0001588634,0.0002202031,0.0002116839],"domain_scores_gemma":[0.9996902,0.00009512638,0.00003505239,0.00007582569,0.00003680745,0.00006695502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006788286,0.0001583006,0.1127679,0.000005050321,0.00003267258,0.000003663832,0.03149888,0.0003495943,0.00001007197,0.006779437,0.8440908,0.004235801],"study_design_scores_gemma":[0.00122276,0.0001333994,0.01550385,0.000009990062,0.00001529999,0.000001025347,0.5014233,0.000332835,0.00002752787,0.01422534,0.4667183,0.0003863827],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1960494,0.00009468212,0.00002577576,0.004707036,0.001441907,0.001258986,0.0002092626,0.00003242398,0.7961805],"genre_scores_gemma":[0.9399703,0.00004822621,0.00001910439,0.0001726502,0.00003151306,0.0001352206,0.000006534141,0.000004647619,0.05961178],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7439209,"threshold_uncertainty_score":0.9997588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0272667813631929,"score_gpt":0.3038658453653412,"score_spread":0.2765990640021483,"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."}}