{"id":"W7017914156","doi":"","title":"CASE 9: Gun Violence: A Public Health Issue?","year":2021,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public health; Suicide prevention; Occupational safety and health; Poison control; Injury prevention; Human factors and ergonomics; Domestic violence","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002515571,0.0002940161,0.0004106875,0.0005259299,0.001854334,0.0008710532,0.001033471,0.0003092358,0.0006650926],"category_scores_gemma":[0.0004466973,0.0003399721,0.0002103918,0.001940935,0.0005143837,0.002241598,0.0004853243,0.0009079689,0.0008742682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008147431,"about_ca_system_score_gemma":0.002680746,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002846276,"about_ca_topic_score_gemma":0.03411619,"domain_scores_codex":[0.9939197,0.00230905,0.0003194443,0.0008393109,0.001063092,0.001549359],"domain_scores_gemma":[0.9968629,0.0002444988,0.0001867127,0.0007097634,0.0006175063,0.001378622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000241735,0.0002440146,0.9553964,0.00007514125,0.00006037274,0.0138967,0.007287741,0.000001638758,0.00006149842,0.00196793,0.00001115571,0.0209732],"study_design_scores_gemma":[0.002808547,0.0004010181,0.4037926,0.00109946,0.00008389729,0.001982563,0.1051645,7.801517e-7,0.0007638562,0.001189822,0.4809216,0.001791388],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864549,0.0005178116,0.0002715817,0.009126874,0.0004232723,0.0003487979,0.00003220078,0.0002574417,0.002567109],"genre_scores_gemma":[0.978102,0.001615279,0.00005403252,0.001187109,0.0003413344,0.000002285441,0.00002501642,0.00003451858,0.01863845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5516038,"threshold_uncertainty_score":0.9999052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2619388367880037,"score_gpt":0.4243633326178,"score_spread":0.1624244958297963,"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."}}