{"id":"W4280549770","doi":"10.1097/ico.0000000000003037","title":"Preoperative Predictors for Acute Pain After Photorefractive Keratectomy","year":2022,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Photorefractive keratectomy; Medicine; Visual analogue scale; Anxiety; McGill Pain Questionnaire; Pain catastrophizing; Physical therapy; Anesthesia; Chronic pain; Ophthalmology; Visual acuity; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002451705,0.0002056793,0.0002411505,0.000411876,0.0002810238,0.0003393427,0.0001522236,0.0002689132,0.002477465],"category_scores_gemma":[0.002940072,0.0001295784,0.0002926691,0.0003154865,0.000301982,0.0002255851,0.0003044202,0.0004718472,0.0001770734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001676061,"about_ca_system_score_gemma":0.0004421982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001028544,"about_ca_topic_score_gemma":0.001303305,"domain_scores_codex":[0.9997529,0.00005334557,0.00003467914,0.00003010322,0.00006809144,0.00006090199],"domain_scores_gemma":[0.9969797,0.0008330485,0.001540889,0.00008869231,0.0002220676,0.0003356425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001350182,0.00002557589,0.9973065,0.00001426958,0.00001575279,0.0001642182,0.0000332428,0.00004304622,0.0004966183,0.000008273681,0.000039727,0.001717814],"study_design_scores_gemma":[0.000003442779,0.0001529724,0.9986902,0.000005831129,0.00001263953,0.0007876809,0.00007903037,0.0001044712,0.0001007944,0.00001164357,0.00004868308,0.000002554669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991598,0.0003908361,0.0001323978,0.00003788334,0.000006351563,0.000006974868,0.00005216759,0.000003709192,0.0002098792],"genre_scores_gemma":[0.9997106,0.00008455885,0.00006854541,0.000007282449,0.00001379701,0.000004238257,0.00006372741,7.068856e-7,0.00004647263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002477465,"threshold_uncertainty_score":0.008287966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035796754444505,"score_gpt":0.2648820610544307,"score_spread":0.2545240935099856,"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."}}