{"id":"W4367292686","doi":"10.1016/j.jsr.2023.04.011","title":"Is parental propensity to risk associated with their child’s medically-attended injuries? A cross-sectional study","year":2023,"lang":"en","type":"article","venue":"Journal of Safety Research","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Learning Partnership; BC Children's Hospital; Spinal Cord Injury BC; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Propensity score matching; Injury prevention; Logistic regression; Medicine; Poison control; Human factors and ergonomics; Suicide prevention; Occupational safety and health; Demography; Medical emergency; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02157604,0.0001358767,0.0005122717,0.0004755822,0.0006432661,0.00003209755,0.000234442,0.0001782922,0.0005296359],"category_scores_gemma":[0.005247709,0.000083115,0.000168124,0.001097385,0.0002649166,0.0001372921,0.0001690357,0.002136196,0.0001095032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002665595,"about_ca_system_score_gemma":0.0004526687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005895786,"about_ca_topic_score_gemma":0.00009173775,"domain_scores_codex":[0.9953849,0.001578101,0.0007976636,0.0002625724,0.001491152,0.0004856419],"domain_scores_gemma":[0.9968293,0.000848198,0.0003174567,0.0002320034,0.001422679,0.0003503049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008338993,0.0008404314,0.981435,0.00001302122,0.0007144051,0.0001667851,0.001022884,0.00001997204,0.0001038998,0.00001298354,0.00631366,0.001017977],"study_design_scores_gemma":[0.002608918,0.006532848,0.9883994,0.0001906082,0.00004933506,0.0001738941,0.0006101344,0.00004966574,0.000148158,0.0003940264,0.0007606958,0.00008231609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925053,0.00003028207,0.00006152534,0.005353488,0.0002037808,0.0007534593,0.0000585468,0.00002788152,0.001005768],"genre_scores_gemma":[0.997825,0.0000930959,0.00005270669,0.00029147,0.0003941038,0.00001278443,0.00003026192,0.00001837218,0.001282171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01632833,"threshold_uncertainty_score":0.9280827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1255577357747934,"score_gpt":0.4565418725164671,"score_spread":0.3309841367416737,"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."}}