{"id":"W4384557664","doi":"10.3390/ijerph20146369","title":"Community Fire Risk Reduction: Longitudinal Assessment for HomeSafe Fire Prevention Program in Canada","year":2023,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of the Fraser Valley; BC Children's Hospital","funders":"","keywords":"Smoke; Environmental health; Crew; Intervention (counseling); Poison control; Occupational safety and health; Suicide prevention; Injury prevention; Fire prevention; Medicine; Engineering; Aeronautics; Nursing; Waste management","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":[0.006881899,0.00007106696,0.0002058646,0.0002160974,0.0002475689,0.00002114254,0.0001474454,0.00005032454,0.0001156977],"category_scores_gemma":[0.0004148005,0.00006265267,0.00006079247,0.0001519805,0.0001073729,0.0001848156,0.0000752741,0.0009300488,0.000002129087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001736559,"about_ca_system_score_gemma":0.001921808,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08070193,"about_ca_topic_score_gemma":0.03827565,"domain_scores_codex":[0.9975212,0.0009068284,0.0005018046,0.0001139586,0.0006218337,0.0003343629],"domain_scores_gemma":[0.9989393,0.0003556153,0.0002477022,0.00009567227,0.0001023166,0.0002593598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000383973,0.0008325136,0.3493436,0.00005164219,0.0001326007,0.00002518597,0.0001385114,0.0000121714,0.00003070237,0.0001031986,0.008072718,0.6408731],"study_design_scores_gemma":[0.001313782,0.00236069,0.977589,0.0001219039,0.000004705707,0.000188419,0.001807156,0.0009011464,0.000008585659,0.002512867,0.01314635,0.00004540893],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675838,0.0003425132,0.0001069609,0.03104494,0.0003143774,0.0004709048,0.00007133407,0.000005463723,0.00005971082],"genre_scores_gemma":[0.9939078,0.004466414,0.0007854172,0.0001030416,0.000189624,0.0000427531,0.0002083918,0.000007175803,0.0002893944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6408277,"threshold_uncertainty_score":0.9792733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1489482052930229,"score_gpt":0.4887238052568849,"score_spread":0.3397755999638621,"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."}}