{"id":"W4417091173","doi":"10.1186/s12877-025-06724-9","title":"The INITIATE (Initial Test for Fall Risk Assessment in the Elderly) prospective cohort study: baseline results","year":2025,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; University of British Columbia; Western University; University of Manitoba; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Prospective cohort study; Risk assessment; Test (biology); Balance (ability); Cohort; Rehabilitation; Cohort study; Baseline (sea); Predictive value of tests","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001423213,0.0006266808,0.0006955588,0.0007590497,0.000966944,0.0008239764,0.0006015202,0.0006228345,0.001799911],"category_scores_gemma":[0.002424017,0.0004358108,0.0005644721,0.001477571,0.0002489632,0.000402183,0.000685557,0.0005588665,0.0009268602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009548017,"about_ca_system_score_gemma":0.001161887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05552995,"about_ca_topic_score_gemma":0.08829472,"domain_scores_codex":[0.9989291,0.0001841295,0.0001097069,0.0002205392,0.0003751319,0.0001814111],"domain_scores_gemma":[0.9985398,0.00009331115,0.0004412731,0.0001777797,0.0004825098,0.0002652702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006116623,0.0001392908,0.9959921,0.00004342536,0.000116505,0.00008449004,0.0001606767,0.00002466123,0.0004131371,0.0000167013,0.0008713511,0.001526056],"study_design_scores_gemma":[0.00005555917,0.0001379634,0.9991263,0.00001164586,0.00005224769,0.00004559968,0.00005896221,0.00001838916,0.00003984632,0.000004737975,0.0004453234,0.000003491535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677945,0.000484107,0.000515193,0.00009115131,0.00001866834,0.0009730199,0.02662428,0.00003402186,0.003465074],"genre_scores_gemma":[0.9694422,0.0004295808,0.001449491,0.0001529481,0.00005210591,0.001667209,0.02397925,0.00001841185,0.002808781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05552995,"threshold_uncertainty_score":0.1104135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03274680353882863,"score_gpt":0.4015330108456506,"score_spread":0.368786207306822,"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."}}