{"id":"W4406511765","doi":"10.1016/j.yoph.2016.02.053","title":"10.1016/j.yoph.2016.02.053","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Ectasia; LASIK; Ophthalmology; Optometry; Surgery","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":[0.0003742585,0.0007890008,0.0004417942,0.0008605046,0.0007875995,0.001737008,0.0005591438,0.002224882,0.8319463],"category_scores_gemma":[0.0009530032,0.0003155948,0.0003721692,0.0003715836,0.0006282697,0.001757096,0.0008672572,0.001451926,0.6462425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006065998,"about_ca_system_score_gemma":0.001168941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002131624,"about_ca_topic_score_gemma":0.002559824,"domain_scores_codex":[0.999838,0.00001456373,0.00001311422,0.00003987144,0.00004873987,0.00004565567],"domain_scores_gemma":[0.9993924,0.00008348984,0.00008703928,0.00002681816,0.0001485255,0.0002616235],"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":[0.0004056925,0.0003532343,0.006877505,0.0006417357,0.00004242798,0.001124221,0.0001582892,0.0001131476,0.0009854686,0.004572013,0.3301139,0.6546123],"study_design_scores_gemma":[0.0001146562,0.0002046281,0.01098966,0.00181828,0.00004394868,0.009686886,0.0004681457,0.0002151334,0.0004747217,0.005148704,0.9708039,0.00003128622],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007187055,0.02934114,0.001526991,0.01443563,0.003398823,0.0001090961,0.002182672,0.0009456016,0.940873],"genre_scores_gemma":[0.03160351,0.0151237,0.001991347,0.004995544,0.002469332,0.0000999072,0.001496514,0.0002254454,0.9419947],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1680537,"threshold_uncertainty_score":0.2397082,"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."}}