{"id":"W6939968600","doi":"10.6084/m9.figshare.c.6583333","title":"Effective factors of improved helmet use in motorcyclists: a systematic review","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Checklist; Observational study; Poison control; Injury prevention; Occupational safety and health; Human factors and ergonomics; Suicide prevention","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":[0.006803986,0.001271161,0.008596268,0.007469635,0.0006401894,0.002405581,0.001743592,0.0018522,0.004571642],"category_scores_gemma":[0.03399079,0.0008860129,0.008724101,0.007848014,0.0006167502,0.002075904,0.001210897,0.001039841,0.0002034082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00349655,"about_ca_system_score_gemma":0.01234328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01009298,"about_ca_topic_score_gemma":0.02676421,"domain_scores_codex":[0.9945791,0.001802796,0.002023769,0.0004516445,0.0009344875,0.0002082264],"domain_scores_gemma":[0.9795777,0.01414041,0.004010329,0.0002486389,0.00172011,0.0003029063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003102296,0.00004356967,0.002180482,0.9503776,0.01340531,0.00007710497,0.0001995257,0.00007813596,0.0000640233,0.0001211522,0.0007374931,0.03240518],"study_design_scores_gemma":[0.0007671094,0.00034927,0.01396099,0.8268617,0.1472437,0.0002743806,0.0004314369,0.0001494756,0.0001617222,0.000248189,0.009495224,0.00005675424],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003278101,0.9951107,0.0001330888,0.0002305063,0.00007838747,0.0005065704,0.0004257687,0.000009993822,0.0002269296],"genre_scores_gemma":[0.05246963,0.9441153,0.001040708,0.0005088839,0.0001002458,0.001289726,0.0003348995,0.000006146085,0.0001345],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01009298,"threshold_uncertainty_score":0.03598338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02975783213807449,"score_gpt":0.2449567799627447,"score_spread":0.2151989478246702,"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."}}