{"id":"W4406496438","doi":"10.1016/j.yoph.2015.04.065","title":"10.1016/j.yoph.2015.04.065","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; Quality (philosophy); Optometry; Lens (geology); Optics; Ophthalmology; Physics; Quantum mechanics","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":[0.0003741391,0.0007925591,0.0004330067,0.0008774336,0.0008190902,0.001720052,0.0005762296,0.002277656,0.8312345],"category_scores_gemma":[0.00100097,0.0003162599,0.0003940886,0.0003535587,0.0006712932,0.001773889,0.000887347,0.001479117,0.6393394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006308558,"about_ca_system_score_gemma":0.001163794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002136219,"about_ca_topic_score_gemma":0.002478439,"domain_scores_codex":[0.9998325,0.0000161805,0.00001320211,0.00004055553,0.00005003585,0.00004744298],"domain_scores_gemma":[0.99935,0.00009331307,0.0000927449,0.0000289147,0.0001545888,0.0002802652],"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":[0.0004009093,0.0003596395,0.006836223,0.0006059192,0.00004280723,0.001253055,0.0001550317,0.0001175937,0.0009651204,0.00525453,0.332954,0.6510552],"study_design_scores_gemma":[0.0001214197,0.0002025987,0.01092176,0.001835006,0.00004375533,0.0105335,0.0004807845,0.0002313776,0.0005191668,0.005891926,0.9691858,0.00003298821],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006706463,0.02542817,0.001484946,0.01361061,0.00331264,0.0001045945,0.001914379,0.0009198598,0.9465182],"genre_scores_gemma":[0.03439075,0.0143124,0.002032784,0.005017285,0.002492075,0.0000984683,0.001390305,0.0002193418,0.9400465],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1687655,"threshold_uncertainty_score":0.2407235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006986625302595214,"score_gpt":0.1972007631499187,"score_spread":0.1902141378473235,"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."}}