{"id":"W2021067749","doi":"10.1136/injuryprev-2012-040580c.44","title":"ENVIRONMENTAL DETERMINANTS OF BICYCLING INJURIES","year":2012,"lang":"en","type":"article","venue":"Injury Prevention","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Children's Hospital Research Institute; Alberta Centre for Child, Family and Community Research","keywords":"Poison control; Human factors and ergonomics; Engineering; Occupational safety and health; Injury prevention; Forensic engineering; Suicide prevention; Transport engineering; Medical emergency; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000854644,0.0001041314,0.0002624348,0.00009928631,0.00005789929,0.000001796864,0.0000441058,0.0001429497,0.0004691951],"category_scores_gemma":[0.00008774806,0.00009628142,0.0001610729,0.00006216342,0.00008729821,0.0002508696,0.00003613572,0.0001287844,0.0001178804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003375068,"about_ca_system_score_gemma":0.00001706147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004361223,"about_ca_topic_score_gemma":7.388331e-7,"domain_scores_codex":[0.9989381,0.000162134,0.000428627,0.0001243345,0.0001204861,0.0002262919],"domain_scores_gemma":[0.9994602,0.00004650865,0.0002138832,0.0001935012,0.00001086893,0.00007507441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003598311,0.0003756556,0.8894041,0.00008494246,0.00004475102,6.447624e-7,0.0001531338,2.319219e-7,0.04910072,0.0002444374,0.0003091028,0.05992243],"study_design_scores_gemma":[0.0003472157,0.0004788624,0.8575381,0.0001437392,0.0001677514,0.00002665786,0.00006007119,0.00002129922,0.1376412,0.001605215,0.00186385,0.0001060106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974415,0.0004692878,0.0004765351,0.00003542367,0.0003882082,0.0002453212,0.00001317519,0.00002869835,0.0009018875],"genre_scores_gemma":[0.996841,0.00007771124,0.001609121,0.00007545298,0.0002028291,0.00001664689,0.0000364739,0.00001246111,0.001128321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08854048,"threshold_uncertainty_score":0.5137357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02538775562864048,"score_gpt":0.3539693413165503,"score_spread":0.3285815856879098,"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."}}