{"id":"W7000934208","doi":"","title":"Gun Violence in Calgary, State of Canada Healthcare, and Addressing Mental Health","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Gun violence; State (computer science); Economic Justice; Suicide prevention; Occupational safety and health; Affect (linguistics); Poison control","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007846431,0.000311622,0.0002559718,0.001525327,0.01320278,0.00632661,0.001504407,0.003103035,0.03787799],"category_scores_gemma":[0.006168971,0.0004268157,0.0002511868,0.003055461,0.002361348,0.001520243,0.003735239,0.002884258,0.002407289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03390479,"about_ca_system_score_gemma":0.1349778,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9898568,"about_ca_topic_score_gemma":0.997373,"domain_scores_codex":[0.9986149,0.0001369323,0.00003502847,0.00004785597,0.0004264713,0.0007389169],"domain_scores_gemma":[0.9943113,0.000634597,0.0001982567,0.00008521225,0.00135354,0.00341707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002037683,0.00008516963,0.02173304,0.0003506608,0.00001559767,0.0003384347,0.004672828,0.0001089336,0.0001151388,0.003675038,0.8894636,0.07942113],"study_design_scores_gemma":[0.00002963557,0.00004637306,0.1498621,0.002159625,0.00003756694,0.0002686071,0.05474026,0.0002048619,0.0001911161,0.001516126,0.7908497,0.00009405553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.05727797,0.04005817,0.0001496622,0.5137565,0.003857405,0.0002215195,0.004520272,0.0002061556,0.3799524],"genre_scores_gemma":[0.3730014,0.1033495,0.001131444,0.1531645,0.001703258,0.000347797,0.00317299,0.0003024502,0.3638267],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03787799,"threshold_uncertainty_score":0.2459976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009425560264429138,"score_gpt":0.2161604750847781,"score_spread":0.2067349148203489,"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."}}