{"id":"W2984854714","doi":"10.1093/geroni/igz038.1757","title":"ABILITY OF THE PHYSIOLOGICAL PROFILE ASSESSMENT TO CLASSIFY FALLER TYPE: A PROSPECTIVE COHORT STUDY","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Medicine; Prospective cohort study; Logistic regression; Falls in older adults; Poison control; Injury prevention; Fall prevention; Occupational safety and health; Geriatrics; Cohort; Physical therapy; Gerontology; Emergency medicine; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003199729,0.0004900072,0.0004018002,0.0008733889,0.0006283937,0.001170444,0.0006450597,0.0007797456,0.001225237],"category_scores_gemma":[0.007221939,0.0005562349,0.0007028406,0.0008169311,0.0003941942,0.0009479662,0.0006131609,0.00109922,0.0004726677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002261211,"about_ca_system_score_gemma":0.0003596169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009539176,"about_ca_topic_score_gemma":0.0074466,"domain_scores_codex":[0.9986876,0.0003859763,0.0001481812,0.0002888594,0.0003502102,0.0001391305],"domain_scores_gemma":[0.9968055,0.0006383635,0.001073954,0.0005030716,0.0005923035,0.0003867427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000134551,0.0000465436,0.9991424,0.000002737687,0.00005458566,0.00002099958,0.00005525307,0.00001552429,0.00006558074,0.000005131358,0.00004035067,0.0004161834],"study_design_scores_gemma":[0.00001251203,0.0002019403,0.9991292,0.000005261865,0.00002775259,0.0001056451,0.0001195035,0.0002833073,0.00002688694,0.0000141262,0.00006859537,0.000005305441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991292,0.00009719826,0.0001573822,0.00002248597,0.00001250998,0.00001931372,0.0003282823,0.000002847527,0.0002307513],"genre_scores_gemma":[0.9992981,0.00006046995,0.0001453554,0.00001971228,0.00001134317,0.00001727711,0.0003164998,0.000002659511,0.0001286525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009539176,"threshold_uncertainty_score":0.01896733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04395621605229548,"score_gpt":0.4154945264563016,"score_spread":0.3715383104040061,"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."}}