{"id":"W4296343511","doi":"10.1177/00207314221125057","title":"Arms, Conventional Wisdom, and Public Health Prevention","year":2022,"lang":"en","type":"article","venue":"International Journal of Social Determinants of Health and Health Services","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Ammunition; Context (archaeology); Public health; Political science; Suicide prevention; Gun violence; Poison control; Gun control; Criminology; Law; History; Medicine; Sociology; Environmental health; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01685304,0.0004973363,0.0006661758,0.00360641,0.005290071,0.008068259,0.001183596,0.005061151,0.004224629],"category_scores_gemma":[0.02387592,0.0002858347,0.0003727978,0.00196909,0.04072808,0.005619869,0.006218448,0.008326718,0.0002652298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009380144,"about_ca_system_score_gemma":0.01922182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01062908,"about_ca_topic_score_gemma":0.01328247,"domain_scores_codex":[0.9883194,0.008195775,0.0002146727,0.0006433149,0.001384202,0.00124256],"domain_scores_gemma":[0.9804936,0.01366611,0.001708369,0.0008789191,0.0012318,0.0020212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002448035,0.0002659206,0.007479097,0.0004151073,0.00005651489,0.0001746626,0.01152321,0.0003552396,0.00004683373,0.9129202,0.02259436,0.0441444],"study_design_scores_gemma":[0.00007205831,0.00009091927,0.007462823,0.002856893,0.00003874127,0.0001500956,0.01774167,0.000394667,0.0001187366,0.878038,0.09299671,0.00003851464],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02979633,0.06235266,0.002609489,0.7857457,0.002576426,0.00007079473,0.00006757555,0.00003417698,0.1167468],"genre_scores_gemma":[0.8837852,0.03561909,0.001770003,0.07160303,0.003509472,0.0001416829,0.00004257831,0.00001414473,0.003514859],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01685304,"threshold_uncertainty_score":0.08912849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1147712463432532,"score_gpt":0.4765625474688677,"score_spread":0.3617913011256145,"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."}}