{"id":"W2026211910","doi":"10.1353/cja.2005.0028","title":"Falls and Fear of Falling among Community-Dwelling Seniors: The Dynamic Tension between Exercising Precaution and Striving for Independence","year":2004,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Centre; London Health Sciences Centre; Western University","funders":"","keywords":"Fear of falling; Falling (accident); Independence (probability theory); Gerontology; Psychology; Physical medicine and rehabilitation; Medicine; Poison control; Injury prevention; Medical emergency; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003604853,0.000219891,0.0003655156,0.0003156949,0.002926997,0.0001058499,0.0002446926,0.0001947541,0.000003002275],"category_scores_gemma":[0.0003050793,0.0001909266,0.00007666217,0.0001852675,0.0001514945,0.0002917492,0.00004256076,0.001427738,7.715442e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009091311,"about_ca_system_score_gemma":0.0004828354,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05767726,"about_ca_topic_score_gemma":0.4789287,"domain_scores_codex":[0.9977051,0.0005614918,0.0006532972,0.0002434332,0.0001201676,0.0007165378],"domain_scores_gemma":[0.9976292,0.0006279697,0.0005127071,0.0002659197,0.0002642765,0.0006999446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001062342,0.0001714244,0.700571,0.002869675,0.0004802953,0.0001994638,0.1756415,0.003823638,0.008119606,0.007186891,0.0002494291,0.1005808],"study_design_scores_gemma":[0.002286506,0.0003219049,0.9423014,0.01170913,0.0002114026,0.0001084594,0.03044264,0.004384938,0.00002327395,0.004696734,0.003011358,0.0005022482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916148,0.0005065746,0.005235859,0.001339115,0.0003944454,0.0007721526,0.00005333027,0.00001426012,0.0000694249],"genre_scores_gemma":[0.998521,0.0002999367,0.0006128637,0.0002003761,0.0001902955,0.00002162238,0.00003348817,0.00003675413,0.00008366202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4212515,"threshold_uncertainty_score":0.9983711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02018353166492167,"score_gpt":0.2861240757668371,"score_spread":0.2659405441019155,"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."}}