{"id":"W3097244764","doi":"10.1111/aos.14653","title":"Comparison of manual and femtosecond astigmatic keratotomy in the treatment of postkeratoplasty astigmatism","year":2020,"lang":"en","type":"article","venue":"Acta Ophthalmologica","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Medicine; Astigmatism; Ophthalmology; Visual acuity; Optometry; Optics","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":[0.00009663252,0.0001350337,0.0005176312,0.00004176673,0.000031365,0.000006752149,0.00006858529,0.00007020725,0.0003145534],"category_scores_gemma":[0.0001181969,0.00008049549,0.00007017038,0.0001890273,0.0001144794,0.00003775891,0.00002043783,0.00008947426,0.000003917989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009698227,"about_ca_system_score_gemma":0.00003147056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002948583,"about_ca_topic_score_gemma":0.000002752875,"domain_scores_codex":[0.9990624,0.00009907992,0.0003763907,0.0001758994,0.0001439724,0.0001423212],"domain_scores_gemma":[0.9991906,0.0004247601,0.0001347516,0.0001512634,0.00002410258,0.00007452615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005405772,0.001410291,0.9816236,0.0002216203,0.00005953873,0.0001716692,0.006211887,0.00001020609,0.004216423,0.0001486716,0.0002842786,0.00510119],"study_design_scores_gemma":[0.001345759,0.004023019,0.9878793,0.00005474262,0.00006136851,0.0002219049,0.002533399,0.0003785771,0.002561245,0.0001364908,0.0007052771,0.00009894495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943267,0.0008937145,0.0000044457,0.001524121,0.00002331049,0.0004338361,0.00001385025,0.000008664359,0.002771405],"genre_scores_gemma":[0.9994901,0.00006801105,0.0001782599,0.0001902029,0.00001531035,0.00002153036,0.00001684664,0.000005427794,0.00001425807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006255624,"threshold_uncertainty_score":0.3444139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0662691336729647,"score_gpt":0.3419081779462386,"score_spread":0.2756390442732739,"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."}}