{"id":"W7073668150","doi":"","title":"Community Fire Risk Reduction: Longitudinal Assessment for HomeSafe Fire Prevention Program in Canada","year":2023,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of the Fraser Valley","funders":"","keywords":"Smoke; Fire prevention; Fire safety; Crew; Intervention (counseling); Risk assessment; Poison control","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":[0.003037325,0.0003754515,0.0005393208,0.001550891,0.004385987,0.00123858,0.002044148,0.0005636316,0.00293173],"category_scores_gemma":[0.006348789,0.0004520796,0.000819859,0.002592732,0.0004642945,0.0007795101,0.001427601,0.001486691,0.0003788558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05328189,"about_ca_system_score_gemma":0.1359132,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9885018,"about_ca_topic_score_gemma":0.9945585,"domain_scores_codex":[0.9975489,0.0002851535,0.0001348672,0.0002209203,0.001139238,0.0006709452],"domain_scores_gemma":[0.9939241,0.0001738641,0.0004904396,0.0001040228,0.003925622,0.001382006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003608329,0.001496218,0.9266427,0.000332531,0.0001235849,0.0001042458,0.002126537,0.0005140253,0.0002543774,0.0002665221,0.007309452,0.060469],"study_design_scores_gemma":[0.00007807549,0.0003804278,0.9916561,0.0002335501,0.00005384571,0.00003967768,0.003101115,0.001272479,0.0001624337,0.00007041677,0.002925117,0.00002681645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790385,0.001028807,0.001042583,0.001404551,0.00007199897,0.002909424,0.00857891,0.00007412693,0.005851033],"genre_scores_gemma":[0.9784258,0.001421994,0.005448213,0.0006140107,0.00002241644,0.002191875,0.007086935,0.0000196772,0.0047691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05328189,"threshold_uncertainty_score":0.386589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1437818715081459,"score_gpt":0.4175638327283542,"score_spread":0.2737819612202083,"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."}}