{"id":"W2318255732","doi":"10.1097/ico.0000000000000704","title":"Improved Evaluation of Postoperative Pain After Photorefractive Keratectomy","year":2015,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Photorefractive keratectomy; Medicine; Visual analogue scale; Cronbach's alpha; Physical therapy; Brief Pain Inventory; Prospective cohort study; Anesthesia; Ophthalmology; Chronic pain; Surgery; Psychometrics; Visual acuity; Clinical psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001491799,0.00009974631,0.0002003823,0.00005865273,0.00001731039,0.000007151562,0.00002941531,0.00006274047,0.0004462986],"category_scores_gemma":[0.001183111,0.00008141892,0.00006263999,0.0001674531,0.00005452883,0.00009176593,0.00001757904,0.00009643001,0.00002922592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001048873,"about_ca_system_score_gemma":0.0004127508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001109508,"about_ca_topic_score_gemma":0.00003152465,"domain_scores_codex":[0.9989886,0.0002377498,0.0001750003,0.0001727879,0.0002986556,0.000127241],"domain_scores_gemma":[0.998711,0.00009844966,0.00006937702,0.0001833585,0.0008117913,0.0001260426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.025772,0.002573807,0.2162069,0.0001852869,0.0006258037,0.0001092739,0.0179239,0.0001193159,0.1489666,0.0001479305,0.02369966,0.5636695],"study_design_scores_gemma":[0.03887716,0.008901117,0.4302361,0.000622672,0.001768548,0.0001024915,0.01446487,0.2020953,0.2594554,0.00403574,0.03771948,0.001721166],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911584,0.0005141071,0.0003597104,0.000303061,0.0001441082,0.0005621425,0.000007877607,0.000024976,0.006925575],"genre_scores_gemma":[0.9986541,0.000003120761,0.00009525439,0.0008180023,0.00003563058,0.0001051517,0.00003002578,0.00001115919,0.0002476037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5619484,"threshold_uncertainty_score":0.4886657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04999656316663969,"score_gpt":0.3103017074515932,"score_spread":0.2603051442849535,"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."}}