{"id":"W2652627541","doi":"10.1016/j.jcjo.2017.04.010","title":"Visual impairment as an independent risk factor for falls in hospitalized patients","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Visual impairment; Odds ratio; Confidence interval; Risk factor; Logistic regression; Medical record; Multivariate analysis; Pediatrics; Internal medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003538425,0.0003801923,0.0005093111,0.0008458291,0.0009429753,0.001140337,0.0005334787,0.0009463987,0.001852065],"category_scores_gemma":[0.002734697,0.0003234066,0.001151044,0.001200928,0.0002876582,0.0005447164,0.0005020194,0.001391007,0.0001436277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007576759,"about_ca_system_score_gemma":0.001528135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.038794,"about_ca_topic_score_gemma":0.05314506,"domain_scores_codex":[0.9995253,0.00008474692,0.00007840575,0.00004447743,0.0001148311,0.0001521708],"domain_scores_gemma":[0.9985204,0.0002434218,0.0005864903,0.00006288178,0.0001872375,0.0003995595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001864858,0.000108434,0.9982268,0.00001394983,0.00007012479,0.0001061053,0.00005143937,0.00002221083,0.00003772803,0.00002035915,0.0001574969,0.0009988275],"study_design_scores_gemma":[0.000009940542,0.0001290608,0.9988176,0.0000216258,0.00006561715,0.0002367135,0.0003914642,0.0001517746,0.00002147884,0.00004888829,0.00009967487,0.000006110026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975974,0.0009413106,0.00002967947,0.0001828713,0.00002917233,0.000006861078,0.0002344013,0.000003020757,0.0009752833],"genre_scores_gemma":[0.9992244,0.0002921976,0.00004248992,0.00004716806,0.00002750061,0.000003787262,0.0002257209,0.000001023713,0.0001357185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.038794,"threshold_uncertainty_score":0.07713634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03363069365951224,"score_gpt":0.3730153656677937,"score_spread":0.3393846720082815,"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."}}