{"id":"W4406442635","doi":"10.1016/j.yoph.2016.02.098","title":"10.1016/j.yoph.2016.02.098","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; Ophthalmology; Corneal transplantation; Descemet membrane; Surgery; Cornea","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":[0.0003741853,0.0008009127,0.0004258314,0.0008752496,0.0007716483,0.001651668,0.0005664793,0.00225159,0.8359408],"category_scores_gemma":[0.0009761044,0.0003095888,0.000368514,0.0003587813,0.0006341944,0.001789557,0.0008848176,0.001429202,0.6539139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006034028,"about_ca_system_score_gemma":0.001151136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002118194,"about_ca_topic_score_gemma":0.002571296,"domain_scores_codex":[0.9998361,0.00001467432,0.00001329338,0.00004109937,0.00004906076,0.00004561441],"domain_scores_gemma":[0.9993807,0.0000867421,0.00009066106,0.00002721632,0.0001469305,0.0002677648],"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":[0.000377359,0.0003355994,0.006545112,0.0006241727,0.00004064326,0.001093238,0.0001550858,0.0001164948,0.000967696,0.004704942,0.3178971,0.6671426],"study_design_scores_gemma":[0.0001126588,0.0001996977,0.01065086,0.001818971,0.00004291331,0.009661386,0.0004660967,0.000210036,0.0004812299,0.005301387,0.9710239,0.00003096394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006835187,0.02693725,0.001571105,0.0136279,0.003217278,0.0001096029,0.002061673,0.0009647261,0.9446752],"genre_scores_gemma":[0.03094601,0.01401879,0.002065069,0.004853877,0.002330815,0.0001034187,0.001440949,0.0002237637,0.9440174],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1640592,"threshold_uncertainty_score":0.2340104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006319257918433721,"score_gpt":0.1836427517821306,"score_spread":0.1773234938636969,"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."}}