{"id":"W6923535209","doi":"10.14288/1.0221387","title":"Personal and trip characteristics associated with safety equipment use by injured adult bicyclists: a cross-sectional study","year":2015,"lang":"en","type":"article","venue":"Open Collections","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clothing; Occupational safety and health; Injury prevention; Poison control; Human factors and ergonomics; Suicide prevention; Logistic regression; Personal protective equipment","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":[0.0003891937,0.0002339481,0.0002596633,0.0009616168,0.0008405737,0.000895024,0.0005418176,0.0004983629,0.001408783],"category_scores_gemma":[0.001303574,0.0004007906,0.0003849745,0.001771519,0.0004065834,0.0004369516,0.0004838274,0.000576587,0.0002645595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001675162,"about_ca_system_score_gemma":0.001669799,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5187631,"about_ca_topic_score_gemma":0.6302692,"domain_scores_codex":[0.9994826,0.00005605893,0.00005743564,0.0001000013,0.0001542805,0.000149523],"domain_scores_gemma":[0.9985416,0.0001166813,0.0005671405,0.00008055109,0.0003880965,0.0003060637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008032502,0.00001469879,0.9995778,0.000005284352,0.00001441054,0.00001729524,0.00009578683,0.000008245666,0.00002651124,0.000002130383,0.00003464434,0.0001950346],"study_design_scores_gemma":[6.88182e-7,0.000016696,0.9995922,0.000004326133,0.000005950657,0.00003586129,0.0002615865,0.00002159744,0.000006353227,0.000001293415,0.00005208992,0.000001350549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986513,0.0001175442,0.00004255502,0.00002278695,0.000002215099,0.00001951604,0.0007891686,0.000002339299,0.0003526386],"genre_scores_gemma":[0.9987513,0.0001656323,0.00009778197,0.00003839792,0.000003843131,0.00001916942,0.0007266287,0.000001497198,0.0001958102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5187631,"threshold_uncertainty_score":0.968142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05904183707817058,"score_gpt":0.3571876140898101,"score_spread":0.2981457770116395,"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."}}