{"id":"W2143532111","doi":"10.1136/ip.6.2.76","title":"Still more on helmets: setting an example","year":2000,"lang":"en","type":"article","venue":"Injury Prevention","topic":"Traffic and Road Safety","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poison control; Human factors and ergonomics; Suicide prevention; Injury prevention; Engineering; Occupational safety and health; Forensic engineering; Medical emergency; Transport engineering; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003356695,0.001103217,0.0008536499,0.002188738,0.01089228,0.006790312,0.002548382,0.01411918,0.03606527],"category_scores_gemma":[0.01253606,0.0004358738,0.001398375,0.002336468,0.00337219,0.008289129,0.005517424,0.007950801,0.008181438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004622073,"about_ca_system_score_gemma":0.003664107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02776504,"about_ca_topic_score_gemma":0.06631416,"domain_scores_codex":[0.9952281,0.002839556,0.0001247484,0.0002324269,0.0008565857,0.0007186747],"domain_scores_gemma":[0.992778,0.003455178,0.0002018287,0.0002518366,0.001987664,0.001325544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001155578,0.0005115377,0.002919435,0.0009695623,0.00002619474,0.00512774,0.007954804,0.0007304861,0.0002863279,0.1084116,0.794142,0.07880472],"study_design_scores_gemma":[0.00003681897,0.0001126284,0.001355917,0.001526815,0.00001888964,0.0008988292,0.01559739,0.0002192457,0.0001565229,0.01270026,0.9673265,0.00005029951],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01623963,0.05047026,0.007404006,0.5725966,0.02731152,0.0003787553,0.0008472097,0.0003366755,0.3244154],"genre_scores_gemma":[0.2303975,0.09824573,0.02331565,0.3632283,0.02248702,0.0008908144,0.001071907,0.0007325777,0.2596305],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03606527,"threshold_uncertainty_score":0.1206504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01501209616229912,"score_gpt":0.2559905562225686,"score_spread":0.2409784600602694,"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."}}