{"id":"W6977572736","doi":"10.6084/m9.figshare.c.5263282.v1","title":"Design characteristics and inclusion of evidence-based exercise recommendation in fall prevention community exercise programs for older adults in Canada: a national descriptive self-report study","year":2021,"lang":"en","type":"other","venue":"Figshare","topic":"Water Resources and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fall prevention; Balance (ability); Inclusion (mineral); Program evaluation; Descriptive statistics; Human factors and ergonomics; Disease prevention; Suicide prevention; Injury prevention","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000680526,0.0001528406,0.0003227964,0.0001065737,0.0002207939,0.0000341651,0.000216728,0.0001390566,0.002728379],"category_scores_gemma":[0.000737916,0.00014744,0.00003348487,0.0002365495,0.000009649109,0.00009629002,0.0003338527,0.0001893917,6.068901e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007410293,"about_ca_system_score_gemma":0.002016158,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7960612,"about_ca_topic_score_gemma":0.959758,"domain_scores_codex":[0.9983037,0.0004505831,0.0003539339,0.0002425297,0.0004717696,0.0001774613],"domain_scores_gemma":[0.9988064,0.0001949983,0.000568744,0.0001261284,0.0002541961,0.00004953211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001009301,0.006777377,0.04598206,0.009054147,0.0001302712,0.0001917765,0.285061,0.00004480004,0.000003099312,0.000002294393,0.2738008,0.3779431],"study_design_scores_gemma":[0.007102704,0.0006416549,0.3393674,0.418322,0.0001764325,0.00000306722,0.03728748,0.003038235,0.00006872904,0.0001375584,0.1920604,0.001794274],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4098141,0.01800803,0.000433078,0.002728305,0.00204943,0.1602941,0.3883161,0.0007321214,0.01762475],"genre_scores_gemma":[0.907963,0.0002764394,0.001211108,0.00004782722,0.0001235406,0.003899835,0.07766151,0.000153123,0.00866364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4981489,"threshold_uncertainty_score":0.9981833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1463075778929628,"score_gpt":0.3304092030136189,"score_spread":0.1841016251206562,"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."}}