{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00284976,0.000363671,0.0005138622,0.001491601,0.00414191,0.001160545,0.001933819,0.0005442337,0.002792545],"category_scores_gemma":[0.006077805,0.0004332367,0.0007612848,0.002483662,0.0004349097,0.0007312612,0.001353298,0.001351865,0.0003664192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0504417,"about_ca_system_score_gemma":0.1284502,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9879174,"about_ca_topic_score_gemma":0.9942216,"domain_scores_codex":[0.9977691,0.0002644386,0.0001234141,0.0002015024,0.001029893,0.000611569],"domain_scores_gemma":[0.994391,0.0001647484,0.0004634163,0.00009506859,0.003597986,0.001287873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003540482,0.001460507,0.9309431,0.0002990654,0.0001084211,0.0001008871,0.001978074,0.0004916898,0.0002494725,0.0002318992,0.006337739,0.05744513],"study_design_scores_gemma":[0.00007760194,0.0003860994,0.9922774,0.0002027816,0.00004952557,0.00003809986,0.002926898,0.001211251,0.0001609562,0.00006400198,0.002580808,0.00002452762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811254,0.0009097172,0.0009363542,0.001228859,0.00006089987,0.002644751,0.007801263,0.00007047101,0.005222174],"genre_scores_gemma":[0.9798566,0.001286301,0.00499793,0.0005554807,0.00001990118,0.002073897,0.006637012,0.00001783291,0.00455518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0504417,"threshold_uncertainty_score":0.3659818,"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."}}