{"id":"W2070569384","doi":"10.3129/i07-109","title":"Health care utilization for injury in cataract surgery patients","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Manitoba Health; Alberta Health Services","funders":"","keywords":"Medicine; Cataract surgery; Confounding; Logistic regression; Diabetes mellitus; Dementia; Retrospective cohort study; Stroke (engine); Emergency medicine; Health care; Multivariate analysis; Physical therapy; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007592965,0.000114513,0.0004952963,0.0007275812,0.0001149922,0.000004304307,0.00006384275,0.0001337183,0.0000933843],"category_scores_gemma":[0.000545125,0.0001064597,0.0001148707,0.000207011,0.00009990421,0.00007875275,0.000006236662,0.0001971879,0.000003213043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004079724,"about_ca_system_score_gemma":0.001629327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001582534,"about_ca_topic_score_gemma":0.0004362939,"domain_scores_codex":[0.9986718,0.00006163587,0.0005880715,0.0001213299,0.00008276623,0.0004743709],"domain_scores_gemma":[0.9986297,0.0001943859,0.0002776751,0.00009231113,0.0003537176,0.0004522246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000423612,0.0001073531,0.9919281,0.0001079183,0.00003731385,0.001903353,0.0007605584,7.647046e-7,0.000001967208,0.00002732917,0.00242054,0.002281192],"study_design_scores_gemma":[0.000779485,0.003237228,0.9832187,0.0001083675,0.00001825654,0.01086779,0.0004817387,7.018769e-7,0.00004362962,0.00005367269,0.001112036,0.00007839927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960312,0.001278511,0.00002172368,0.0007285004,0.0009267082,0.00028266,0.00003557267,0.000001848566,0.00069329],"genre_scores_gemma":[0.9992695,0.000009378568,0.0001539656,0.0002655436,0.0001340518,0.000002920126,0.00007207925,0.00001448232,0.00007805208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008964438,"threshold_uncertainty_score":0.4341303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07207873861230453,"score_gpt":0.3987667554765874,"score_spread":0.3266880168642828,"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."}}