{"id":"W2129195468","doi":"10.3129/i10-094","title":"Immediately sequential bilateral cataract surgery versus delayed sequential bilateral cataract surgery: potential hospital cost savings","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Cataract surgery; Activity-based costing; Surgery; Total cost; Intraocular lens; Health care; Emergency 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006322962,0.0004388021,0.0009813762,0.001148115,0.0003423014,0.0001399529,0.000221967,0.0004894862,0.003332644],"category_scores_gemma":[0.0003260822,0.000394812,0.0008668005,0.0003598042,0.00039681,0.0004744337,0.00003346555,0.001107358,0.0001416157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004426348,"about_ca_system_score_gemma":0.004394098,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03223566,"about_ca_topic_score_gemma":0.001749807,"domain_scores_codex":[0.9970238,0.0001593838,0.0009935854,0.0004180736,0.0003466181,0.001058599],"domain_scores_gemma":[0.9965739,0.0002253677,0.0006003471,0.0004288828,0.0005109982,0.001660482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.002208669,0.0004950163,0.6343958,0.00004351681,0.002327819,0.3483984,0.0002895224,0.00002929028,0.004945009,0.00002975639,0.004901335,0.001935775],"study_design_scores_gemma":[0.005330666,0.002350973,0.4203925,0.000107318,0.00135121,0.560795,0.00009306056,0.00005080606,0.003448111,0.00009469736,0.005096123,0.0008895957],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799109,0.0001887304,0.00001129088,0.0009339033,0.01788687,0.0003082562,0.0002204202,0.00001608836,0.0005235513],"genre_scores_gemma":[0.9971622,0.00001864064,0.0001499574,0.00006411077,0.001729751,0.0000105525,0.0005179765,0.00007583982,0.0002710198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2140034,"threshold_uncertainty_score":0.9998504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03073335357271934,"score_gpt":0.2868962714260153,"score_spread":0.2561629178532959,"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."}}