{"id":"W4322723200","doi":"10.1542/peds.147.3ma3.234","title":"Child Passenger Helmet and Restraint Use: A Comparative Analysis From 10 Cities","year":2021,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; McMaster Children's Hospital","funders":"","keywords":"Medicine; Poison control; Human factors and ergonomics; Injury prevention; Suicide prevention; Occupational safety and health; Medical emergency; Aeronautics; Transport engineering; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005089884,0.000558074,0.0006875992,0.003300411,0.001555708,0.001387531,0.0005379859,0.0007292548,0.002454294],"category_scores_gemma":[0.001351194,0.0006479211,0.001166642,0.004591224,0.0007608235,0.0008981656,0.001846684,0.0005672473,0.0005720352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001278135,"about_ca_system_score_gemma":0.001053408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06914153,"about_ca_topic_score_gemma":0.1248271,"domain_scores_codex":[0.9990332,0.0001942667,0.00009504716,0.000204762,0.0001559226,0.0003168885],"domain_scores_gemma":[0.9990532,0.0001765504,0.0003023956,0.00005944452,0.000205674,0.0002027361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001314631,0.00007347969,0.9968624,0.00001417667,0.00008047569,0.0002075113,0.001138652,0.00003685476,0.0003099032,0.00002396785,0.00005783917,0.001063269],"study_design_scores_gemma":[0.000004399843,0.0001231686,0.9949136,0.000005313281,0.00003750528,0.0001837526,0.004510934,0.00003115061,0.00006406685,0.000005626433,0.0001162494,0.000004239018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995255,0.00004761786,0.00002443152,0.000008769543,0.000001024034,0.000005048986,0.0002018334,0.000001089757,0.0001845463],"genre_scores_gemma":[0.9989367,0.0001595056,0.0000468343,0.00001850555,0.000002398041,0.0000110603,0.0006248464,0.000003651237,0.0001966624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06914153,"threshold_uncertainty_score":0.1374782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04159625478195995,"score_gpt":0.2963695334371443,"score_spread":0.2547732786551844,"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."}}