{"id":"W4406512017","doi":"10.1016/j.yoph.2013.03.023","title":"10.1016/j.yoph.2013.03.023","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; Ectasia; LASIK; Ophthalmology; Optometry; Grading (engineering); 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":[0.0004620643,0.0009702755,0.0005292771,0.001099979,0.0008946301,0.001855381,0.0006387155,0.002488989,0.8522341],"category_scores_gemma":[0.0009930142,0.0004064652,0.0004287519,0.0004455135,0.0007496453,0.002002096,0.001012174,0.001662274,0.6774435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000671817,"about_ca_system_score_gemma":0.001241755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002444111,"about_ca_topic_score_gemma":0.002722874,"domain_scores_codex":[0.9998075,0.00001612194,0.00001450922,0.00005005923,0.00005673758,0.00005501713],"domain_scores_gemma":[0.9993399,0.0001002739,0.00009967241,0.0000291073,0.0001589394,0.0002720316],"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":[0.0004423842,0.000417413,0.00859303,0.0006596527,0.0000498933,0.001256599,0.0001729572,0.0001332802,0.001093446,0.005564629,0.3017839,0.6798328],"study_design_scores_gemma":[0.0001299732,0.0002224284,0.0132168,0.002078641,0.00005382828,0.01162404,0.0005735166,0.000260523,0.0005704809,0.005937411,0.9652911,0.00004120079],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008952496,0.031879,0.001816407,0.01447122,0.003336602,0.0001173854,0.002454252,0.00125747,0.9357153],"genre_scores_gemma":[0.03460443,0.01594159,0.002230313,0.005245799,0.002168479,0.0001073883,0.001637349,0.0002593062,0.9378054],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1477659,"threshold_uncertainty_score":0.21077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00776494969205993,"score_gpt":0.1904098360894343,"score_spread":0.1826448863973744,"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."}}