{"id":"W4388146143","doi":"10.15353/cjo.v84i3.1969","title":"Refractive Surgery: Part 1. Long-term Outcomes","year":2022,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"LASIK; Presbyopia; Small incision lenticule extraction; Refractive surgery; Term (time); Medicine; Optometry; Surgery; Ophthalmology; Keratomileusis; Physics; Visual acuity; 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":[],"consensus_categories":[],"category_scores_codex":[0.002607437,0.0003706042,0.0006259746,0.002192281,0.0005637068,0.001228504,0.000408013,0.0006960024,0.005361648],"category_scores_gemma":[0.004957842,0.00009770692,0.001350539,0.001784588,0.0005155391,0.001586346,0.0009972769,0.0009694882,0.001376429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008425749,"about_ca_system_score_gemma":0.0004699733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001675192,"about_ca_topic_score_gemma":0.002486514,"domain_scores_codex":[0.9986925,0.0002115926,0.0002395245,0.00009680026,0.0006078819,0.0001517131],"domain_scores_gemma":[0.9951925,0.0009990293,0.002362178,0.0001772236,0.0007651467,0.0005038676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005458734,0.0004720317,0.6408337,0.001445715,0.0005860383,0.0004090017,0.0004487976,0.0005850745,0.001129794,0.0007554376,0.003451461,0.3493371],"study_design_scores_gemma":[0.00001267074,0.001098914,0.9854572,0.0009304516,0.000276369,0.002104074,0.0003841169,0.0002312751,0.0004551022,0.0007566271,0.008252552,0.00004069502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6737254,0.2436191,0.004790937,0.005206483,0.0007552863,0.0005350128,0.01325475,0.0001312647,0.05798191],"genre_scores_gemma":[0.9500376,0.0340296,0.001694012,0.0006985783,0.0009000888,0.0002626587,0.006926011,0.0000444526,0.005406952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005361648,"threshold_uncertainty_score":0.01793647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03052860848517838,"score_gpt":0.3260753549794626,"score_spread":0.2955467464942843,"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."}}