{"id":"W4408855604","doi":"10.1177/13591053251326383","title":"Psychoeducation for fall prevention among community-dwelling older people: A scoping review","year":2025,"lang":"en","type":"review","venue":"Journal of Health Psychology","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Psychoeducation; Facilitator; Psychological intervention; Fall prevention; Psychology; Intervention (counseling); Medicine; Gerontology; Poison control; Suicide prevention; Psychiatry; Environmental health; Social psychology","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":[0.005470405,0.001166572,0.003000861,0.007591677,0.0008831452,0.002175942,0.001236325,0.002034253,0.003846543],"category_scores_gemma":[0.02237182,0.0005554918,0.003366227,0.006258433,0.0006262778,0.001747157,0.001584538,0.001385599,0.0004449454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002405763,"about_ca_system_score_gemma":0.009712777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007392248,"about_ca_topic_score_gemma":0.01471046,"domain_scores_codex":[0.9975975,0.0008745028,0.0006723396,0.0001638301,0.000566655,0.0001251371],"domain_scores_gemma":[0.987916,0.009818979,0.0009850272,0.00013078,0.0009807538,0.0001684579],"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":[0.0001077202,0.0001057638,0.0004633504,0.5595968,0.001300808,0.00008014766,0.0005229872,0.0001439519,0.000186454,0.0007402744,0.003538941,0.4332129],"study_design_scores_gemma":[0.00007742704,0.0001433488,0.002597692,0.939843,0.006236617,0.0002774764,0.0005080756,0.0001042666,0.0001945358,0.0004546539,0.04954061,0.00002230932],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003998569,0.9986914,0.0001125015,0.0001987374,0.00009880459,0.0001310482,0.00002941828,0.000004564723,0.0003336309],"genre_scores_gemma":[0.00252543,0.9966877,0.0003074323,0.0001476867,0.0000363347,0.0001809635,0.00003354493,0.000001751135,0.00007909111],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007591677,"threshold_uncertainty_score":0.02893066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1815108348631651,"score_gpt":0.5938734520894219,"score_spread":0.4123626172262568,"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."}}