{"id":"W4406511730","doi":"10.1016/j.yoph.2016.02.152","title":"10.1016/j.yoph.2016.02.152","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Intraocular lens; Astigmatism; Ophthalmology; Residual; Optometry; Optics; Algorithm; Mathematics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003790045,0.0008715339,0.000462509,0.0009957815,0.0008444231,0.001889741,0.0006006749,0.002377584,0.848204],"category_scores_gemma":[0.0009756758,0.0003235271,0.0004000377,0.0004123004,0.0007253893,0.001980898,0.001020065,0.001547662,0.684087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006469705,"about_ca_system_score_gemma":0.001180008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002231975,"about_ca_topic_score_gemma":0.002650067,"domain_scores_codex":[0.9998282,0.00001702793,0.0000141498,0.00004248058,0.00005072964,0.00004732014],"domain_scores_gemma":[0.9993935,0.00009148663,0.00009131186,0.00002820155,0.0001407864,0.000254803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003091789,0.0003158971,0.005111377,0.000637649,0.00003589479,0.001061781,0.000145062,0.00009919919,0.000695433,0.004593981,0.3375727,0.6494219],"study_design_scores_gemma":[0.0001038786,0.000172706,0.008665565,0.001942383,0.00004211865,0.009254207,0.0004554594,0.0001830713,0.0003874178,0.005465137,0.9732994,0.00002870758],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004806639,0.02846884,0.001303405,0.01254759,0.003095284,0.0001039611,0.001859464,0.0008402664,0.9469745],"genre_scores_gemma":[0.02687099,0.016295,0.001772415,0.004877156,0.002569522,0.0001018882,0.001259775,0.0002189518,0.9460343],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.151796,"threshold_uncertainty_score":0.2165185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006317421443987517,"score_gpt":0.1835202480370849,"score_spread":0.1772028265930973,"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."}}