{"id":"W6962465724","doi":"10.17605/osf.io/dtp6w","title":"Mapping sex and gender differences in falls among older adults: a scoping review protocol","year":2022,"lang":"en","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Population; Human factors and ergonomics; Poison control; Injury prevention; Suicide prevention; Occupational safety and health; Interpretability","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004479668,0.0006774921,0.001352902,0.001037765,0.0004895522,0.001328757,0.005803651,0.0003492071,0.02694725],"category_scores_gemma":[0.001493475,0.0005897031,0.00007553009,0.005180143,0.001472397,0.0008436695,0.004935899,0.001451622,0.0004048925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003541711,"about_ca_system_score_gemma":0.001074219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006417818,"about_ca_topic_score_gemma":0.0004791195,"domain_scores_codex":[0.9934102,0.000498237,0.0008184544,0.002346908,0.001805378,0.001120847],"domain_scores_gemma":[0.9966757,0.0002140776,0.0009978221,0.001719892,0.00006825213,0.0003242006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008864603,0.00101378,0.6005298,0.1108358,0.0001537394,0.0003376754,0.02266921,0.000004936818,0.00003950192,0.001620671,0.220882,0.04182423],"study_design_scores_gemma":[0.001271398,0.00008736372,0.03092951,0.9149736,0.00003274039,0.00002227032,0.002941277,0.0001038468,0.000004758949,0.0008470327,0.04652723,0.002258928],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00046895,0.004138086,0.0001725271,0.0001046765,0.0002715262,0.5818588,0.0000747173,0.0002665554,0.4126442],"genre_scores_gemma":[0.0007671815,0.001045933,0.0200201,0.001969133,0.0002442757,0.9023856,0.00001937615,0.001232201,0.07231618],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.8041378,"threshold_uncertainty_score":0.9997079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05337246624440901,"score_gpt":0.3800242704495467,"score_spread":0.3266518042051377,"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."}}