{"id":"W2416035042","doi":"10.3928/1081597x-20090115-03","title":"Mitomycin C in Photorefractive Keratectomy","year":2009,"lang":"en","type":"article","venue":"Journal of Refractive Surgery","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Gimbel Eye Centre","funders":"","keywords":"Photorefractive keratectomy; Medicine; Mitomycin C; Ophthalmology; Haze; Visual acuity; Cornea; Radial keratotomy; Eye disease; Corneal opacity; Surgery; Refractive error","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009033058,0.0001754077,0.0007547452,0.0007134711,0.00003610124,0.00001787431,0.00005632128,0.0001179771,0.0002097555],"category_scores_gemma":[0.001098784,0.0001396118,0.0003985549,0.0006069862,0.00003870102,0.0004910517,0.000008454597,0.0006761264,0.00001949214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002266498,"about_ca_system_score_gemma":0.0004612693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003610059,"about_ca_topic_score_gemma":0.000006220549,"domain_scores_codex":[0.9983253,0.0001340657,0.0006883895,0.0001666659,0.0003941311,0.0002914008],"domain_scores_gemma":[0.9977538,0.0009826544,0.0005667208,0.0001539749,0.0003367751,0.0002061054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01763879,0.003398148,0.5967166,0.0000622172,0.000343182,0.008569986,0.0008260621,0.00005143783,0.05255802,0.00004833521,0.02310299,0.2966842],"study_design_scores_gemma":[0.001436182,0.0004598737,0.9549671,0.0003944336,0.00006311785,0.0008665791,0.000482311,0.00001742485,0.01442707,0.0006724171,0.02600923,0.0002042926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904898,0.0009151861,0.0000660628,0.002017733,0.0003990351,0.0001286412,0.000001612919,0.00001298477,0.0059689],"genre_scores_gemma":[0.9978523,0.0004108865,0.0001458489,0.00114505,0.000264422,0.000001857211,0.000002512039,0.00001297096,0.0001641529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3582504,"threshold_uncertainty_score":0.5693203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01593324946338071,"score_gpt":0.2884698265377192,"score_spread":0.2725365770743385,"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."}}