{"id":"W2078106457","doi":"10.1136/injuryprev-2012-040580b.28","title":"A PUBLIC HEALTH MODEL FOR INJURY SURVEILLANCE AND CONTROL: PERSPECTIVE FROM THE FIELD","year":2012,"lang":"en","type":"article","venue":"Injury Prevention","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Interior Health","funders":"","keywords":"Public health; Occupational safety and health; Environmental health; Context (archaeology); Business; Poison control; Injury prevention; Agency (philosophy); Medicine; Suicide prevention; Medical emergency; Nursing; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003098548,0.0001142921,0.0002124832,0.00005141178,0.0009764888,0.00002129528,0.0001201403,0.0001482041,0.00008605203],"category_scores_gemma":[0.00121421,0.00008616261,0.00005924236,0.0001205964,0.00003260693,0.0003575411,0.00004878705,0.0003246014,0.00002160529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003147233,"about_ca_system_score_gemma":0.0008074347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003807363,"about_ca_topic_score_gemma":0.0006527814,"domain_scores_codex":[0.9977407,0.0007877027,0.0004279917,0.0001945749,0.0001320837,0.0007169446],"domain_scores_gemma":[0.9975796,0.001355014,0.0003108541,0.0002729669,0.0002203668,0.0002611609],"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":[0.0003554729,0.0003591343,0.1124478,0.0002299985,0.0001032576,1.455644e-8,0.05197517,0.000002631979,0.00009304728,0.09545373,0.6750816,0.06389814],"study_design_scores_gemma":[0.002669802,0.0007658221,0.3829173,0.0002331814,0.00003965248,7.496694e-7,0.02021569,0.01653975,0.000009313113,0.07863238,0.4974752,0.000501147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3698358,0.00239281,0.1394294,0.4782201,0.003124007,0.004292622,0.0007666271,0.0001650773,0.001773521],"genre_scores_gemma":[0.9677461,0.0002088274,0.0004975586,0.02813474,0.001550796,0.0006668393,0.00005808129,0.0000183666,0.001118734],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5979102,"threshold_uncertainty_score":0.7510461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1363736482736144,"score_gpt":0.501073303170494,"score_spread":0.3646996548968797,"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."}}