{"id":"W3093734765","doi":"10.2196/18945","title":"Importance of Educating Teenagers on Appropriate SafetyGear for E-Scooters. Comment on “Follow-Up Investigation on the Promotional Practices of Electric Scooter Companies: Content Analysis of Posts on Instagram and Twitter”","year":2020,"lang":"en","type":"letter","venue":"JMIR Public Health and Surveillance","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Advertising; Content analysis; Business; Internet privacy; Computer science; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002775919,0.000550014,0.0007797854,0.0006813451,0.006780828,0.002402739,0.001609692,0.04513307,0.01864431],"category_scores_gemma":[0.01712366,0.0007378532,0.0012489,0.0005555027,0.001976219,0.004022199,0.002185461,0.03377132,0.01064477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003099159,"about_ca_system_score_gemma":0.009148963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03896412,"about_ca_topic_score_gemma":0.0647044,"domain_scores_codex":[0.997099,0.0006256569,0.0003074226,0.0003434915,0.0009183432,0.0007060557],"domain_scores_gemma":[0.9882573,0.004319505,0.0007712356,0.0002523109,0.003203581,0.003196033],"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":[0.00002830425,0.00006177372,0.002242228,0.00005685296,0.000008471046,0.001080754,0.0006671645,0.00001992226,0.0002811683,0.001138341,0.985877,0.008537958],"study_design_scores_gemma":[0.00009432877,0.0001924061,0.007657113,0.0006579601,0.00003474006,0.001714226,0.005580795,0.0002462146,0.0004845034,0.002565427,0.9806846,0.00008772357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009152082,0.0002683556,0.00006099352,0.9886019,0.006339194,0.00001594643,0.0001143023,0.0000462798,0.003637868],"genre_scores_gemma":[0.003433402,0.0003171802,0.0001659633,0.9816868,0.004135423,0.00006780311,0.00004393088,0.00002298921,0.01012651],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04513307,"threshold_uncertainty_score":0.07747465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1536470075727261,"score_gpt":0.3714588061199973,"score_spread":0.2178117985472712,"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."}}