{"id":"W4375857244","doi":"10.32920/22780121.v1","title":"Global incidence of theme park and amusement ride accidents","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Amusement; Attendance; Demography; Geography; Psychology; Political science; Social psychology; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002893572,0.0003740184,0.0002887551,0.002766108,0.0001225933,0.0005554286,0.0002641542,0.0002724908,0.002910487],"category_scores_gemma":[0.0008307806,0.0001631424,0.0005939827,0.002855099,0.0002655023,0.0007377157,0.0006846018,0.0002743636,0.0008647945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002586465,"about_ca_system_score_gemma":0.0002261019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00643334,"about_ca_topic_score_gemma":0.005671478,"domain_scores_codex":[0.9996489,0.0000562015,0.00005818745,0.0001009014,0.00007097371,0.00006481506],"domain_scores_gemma":[0.9990589,0.00006762278,0.0004860999,0.00006806066,0.0002348141,0.00008438164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009278342,0.00001419049,0.9705176,0.0003629557,0.0002099152,0.0003256192,0.0003388264,0.0003625815,0.0004039787,0.0002300776,0.003615403,0.02352601],"study_design_scores_gemma":[0.000001894425,0.00006625274,0.9892347,0.0001150699,0.0000707146,0.001429335,0.0007236704,0.0001712084,0.0001197279,0.00007856687,0.007978517,0.00001034654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9252189,0.02689984,0.0009189107,0.0006649179,0.0001684773,0.00004292334,0.02738017,0.0002370067,0.01846884],"genre_scores_gemma":[0.9810399,0.007498826,0.0003845746,0.00007829985,0.00007346029,0.00002074213,0.00957436,0.00002408653,0.001305818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00643334,"threshold_uncertainty_score":0.01279181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05859595079966057,"score_gpt":0.3918936856424045,"score_spread":0.3332977348427439,"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."}}