{"id":"W4406511733","doi":"10.1016/j.yoph.2016.02.158","title":"10.1016/j.yoph.2016.02.158","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; Refractive surgery; Cataract surgery; Ophthalmology; Surgery; Optometry; 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":[0.0003700086,0.0008336159,0.0004428475,0.0009859054,0.000825101,0.001816967,0.0005902047,0.002287457,0.8399262],"category_scores_gemma":[0.0009797857,0.0003034359,0.0003886983,0.0004103199,0.0006993528,0.001868827,0.001008942,0.001454591,0.6640174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006197119,"about_ca_system_score_gemma":0.001183036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002051653,"about_ca_topic_score_gemma":0.002483752,"domain_scores_codex":[0.9998304,0.00001697478,0.00001398558,0.00004233741,0.00005100082,0.00004537175],"domain_scores_gemma":[0.9994161,0.00008969169,0.00008798492,0.00002739687,0.0001339325,0.0002448795],"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":[0.0003031519,0.0003048438,0.005156214,0.0006472688,0.00003604066,0.001038565,0.0001530501,0.00009883126,0.0007009719,0.004626382,0.3256844,0.6612502],"study_design_scores_gemma":[0.000102741,0.0001745924,0.008553947,0.001948065,0.00004210088,0.009327992,0.0004646905,0.0001799179,0.0003882971,0.005519468,0.9732704,0.00002785489],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005159243,0.02881482,0.001307286,0.01284988,0.003149305,0.0001039372,0.001855486,0.0008214572,0.9459386],"genre_scores_gemma":[0.02915716,0.01706834,0.001868262,0.004823955,0.002628586,0.0001051172,0.001268615,0.0002259411,0.942854],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1600738,"threshold_uncertainty_score":0.2283259,"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."}}