{"id":"W2144270944","doi":"10.17269/cjph.104.3936","title":"A Descriptive Study of Bicycle Helmet Use in Montreal, 2011","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Université de Montréal; McGill University Health Centre; Montreal General Hospital","funders":"Fondation de l'Hôpital Général de Montréal","keywords":"Confidence interval; Medicine; Demography; Odds ratio; Injury prevention; Poison control; Population; Occupational safety and health; Physical therapy; Medical emergency; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.002938971,0.00007831771,0.0004472363,0.0007295407,0.00005485895,0.00001216329,0.00009114848,0.00007735434,0.0006908028],"category_scores_gemma":[0.001073892,0.0000651073,0.000060649,0.0002041678,0.00005570093,0.0003585637,0.000005124204,0.0003529342,0.00002212229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004064907,"about_ca_system_score_gemma":0.003411894,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5958489,"about_ca_topic_score_gemma":0.6176707,"domain_scores_codex":[0.9979327,0.0007348696,0.0007253671,0.00009407648,0.0001028175,0.0004101634],"domain_scores_gemma":[0.9978225,0.0001186256,0.0003956263,0.0001530076,0.000323067,0.001187137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001838246,0.0001942607,0.9595442,0.00002206428,0.00005823424,0.00005319104,0.004173001,0.000002720624,0.000009798922,0.0000892372,0.02117596,0.01465898],"study_design_scores_gemma":[0.001056216,0.001855902,0.9905311,0.00006724314,0.00001179262,0.00009385732,0.004809682,0.00002574319,0.000001910488,0.0003386192,0.001166502,0.00004139915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898252,0.0004465823,0.0001113655,0.008776207,0.0002056073,0.0004244126,0.000007644724,0.000001999938,0.0002009694],"genre_scores_gemma":[0.9978794,0.00003622461,0.0003245931,0.001290267,0.0000678493,0.000005297647,0.000003737826,0.000007492475,0.0003851257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03098696,"threshold_uncertainty_score":0.7563806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1300804015810431,"score_gpt":0.3434832199792359,"score_spread":0.2134028183981928,"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."}}