{"id":"W4391040691","doi":"10.15353/cjo.v47i1.4411","title":"Vision Impairment and Blindness in New Brunswick Nursing Homes","year":2021,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Visual impairment; Blindness; Medicine; Limiting; Glaucoma; Optometry; Nursing homes; Gerontology; Nursing; Psychiatry; Ophthalmology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0006061922,0.0001593357,0.0002147126,0.001849725,0.001228402,0.0006755173,0.0004854801,0.0002737144,0.001314524],"category_scores_gemma":[0.001932617,0.0002407078,0.0001797561,0.001489776,0.0005211224,0.000398835,0.0008143543,0.0005221151,0.0001406642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004879345,"about_ca_system_score_gemma":0.004128175,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6679679,"about_ca_topic_score_gemma":0.8453966,"domain_scores_codex":[0.9993993,0.00009694382,0.00005613782,0.00005686004,0.0001747825,0.0002159738],"domain_scores_gemma":[0.9989531,0.00009619891,0.000311317,0.00002999063,0.0003451582,0.0002642945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005105989,0.00008461471,0.991795,0.00002295818,0.00001588286,0.0003665662,0.00114566,0.00002624523,0.00014542,0.00004469794,0.000636097,0.005665781],"study_design_scores_gemma":[0.000005645217,0.00004496617,0.997528,0.00003291531,0.000007197003,0.0001669951,0.001738025,0.00003944797,0.00003580847,0.00002142923,0.0003748858,0.000004656689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974344,0.00069042,0.0000191785,0.0002706358,0.00001800324,0.00002195117,0.000223776,0.000001558745,0.001320201],"genre_scores_gemma":[0.9983343,0.0005332528,0.00004154423,0.0001455632,0.000007828184,0.00001884974,0.0001601831,9.175962e-7,0.0007574647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3320321,"threshold_uncertainty_score":0.6679751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02166284061901204,"score_gpt":0.3828985981548868,"score_spread":0.3612357575358748,"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."}}