{"id":"W3042971459","doi":"10.7759/cureus.9298","title":"Addressing Mass Shootings in a New Light","year":2020,"lang":"en","type":"review","venue":"Cureus","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"","keywords":"Limelight; Medicine; Rifle; Government (linguistics); Narrative; Mass-casualty incident; Public relations; Media coverage; Mass media; Criminology; Suicide prevention; Poison control; Medical emergency; Media studies; Law; Political science; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008666543,0.000232152,0.0009003604,0.000122815,0.0001914672,0.0002264851,0.0008764164,0.0004191507,0.0005445129],"category_scores_gemma":[0.0009376457,0.0001902874,0.0002730639,0.00095558,0.00009491156,0.0001661687,0.0001081915,0.000758219,0.0004895103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004357326,"about_ca_system_score_gemma":0.003641616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00228468,"about_ca_topic_score_gemma":0.001860372,"domain_scores_codex":[0.9974551,0.0005358583,0.0003598708,0.0004289314,0.0005651779,0.0006550611],"domain_scores_gemma":[0.9989694,0.0002217777,0.0001454949,0.0002127923,0.00003382922,0.0004167155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[8.423535e-7,0.0000102155,0.00002322676,0.001267304,0.00001430142,0.00005758906,0.00248718,1.564883e-8,2.157e-7,0.001813407,0.005208937,0.9891168],"study_design_scores_gemma":[0.00005036096,0.00001203452,0.000001049875,0.0106628,0.00004418012,8.881461e-7,0.0007318456,9.035016e-7,2.929017e-7,0.000382282,0.9879,0.00021333],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.542144e-7,0.9268243,0.00001228044,0.001262279,0.0002496001,0.0004636772,0.000003242927,0.00006082984,0.07112346],"genre_scores_gemma":[0.00001242336,0.9944101,0.0001283387,0.00004308189,0.001200117,0.0000233618,0.000007079825,0.00003092437,0.004144559],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9889035,"threshold_uncertainty_score":0.7759696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4130785693145154,"score_gpt":0.5152521359522187,"score_spread":0.1021735666377033,"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."}}