{"id":"W2116629373","doi":"10.1136/ip.2008.019273","title":"Surveillance alone is not the answer","year":2008,"lang":"en","type":"review","venue":"Injury Prevention","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital","funders":"","keywords":"Suspect; Injury prevention; Medical emergency; Medicine; Suicide prevention; Poison control; Human factors and ergonomics; Psychology; Computer security; Public relations; Political science; Criminology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02520152,0.0011559,0.002626506,0.002227453,0.003972419,0.009726147,0.003549954,0.02428674,0.0329819],"category_scores_gemma":[0.1258531,0.0007521277,0.001420865,0.001607114,0.01489675,0.04349839,0.005675704,0.0396241,0.01104849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005681188,"about_ca_system_score_gemma":0.01007965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01107832,"about_ca_topic_score_gemma":0.007477976,"domain_scores_codex":[0.9807427,0.00902481,0.001481701,0.003019994,0.004086795,0.001644081],"domain_scores_gemma":[0.8758472,0.0851583,0.005590004,0.003703472,0.01980846,0.009892543],"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":[0.0001003956,0.0001013385,0.002204034,0.001536984,0.000206907,0.0003316318,0.00125367,0.0001924859,0.0001075423,0.1036887,0.7999779,0.09029843],"study_design_scores_gemma":[0.00008135227,0.0001152128,0.002232951,0.009646336,0.0001544899,0.001013467,0.006236642,0.0003794625,0.0001735717,0.2879176,0.6919183,0.0001305833],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0002760129,0.02451456,0.0005206791,0.9643426,0.007643527,0.000004871923,0.0001082204,0.0000307987,0.00255874],"genre_scores_gemma":[0.03119542,0.08125936,0.00178054,0.8304731,0.04903388,0.0000505974,0.0002882126,0.0001893271,0.005729632],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0329819,"threshold_uncertainty_score":0.1332799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07274376603772573,"score_gpt":0.4085248286823549,"score_spread":0.3357810626446291,"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."}}