{"id":"W4395465517","doi":"10.1097/j.jcrs.0000000000001463","title":"Reply: Artificial intelligence chatbot and Academy Preferred Practice Pattern® Guidelines on cataract and glaucoma","year":2024,"lang":"en","type":"letter","venue":"Journal of Cataract & Refractive Surgery","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Chatbot; Glaucoma; Optometry; Medicine; Computer science; Ophthalmology; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004121672,0.0007069801,0.000932269,0.0008058003,0.003245035,0.002071628,0.001951102,0.04861029,0.009873514],"category_scores_gemma":[0.03222344,0.0007205808,0.001066735,0.0007579781,0.002292216,0.003672993,0.001347168,0.03552629,0.01067574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004593807,"about_ca_system_score_gemma":0.004901785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01477173,"about_ca_topic_score_gemma":0.01832834,"domain_scores_codex":[0.9968359,0.0008549244,0.00072076,0.0003822315,0.0008344812,0.0003717651],"domain_scores_gemma":[0.9849505,0.008571761,0.0007660891,0.0004254555,0.003985849,0.001300268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004231299,0.00003212755,0.0008488861,0.00004583511,0.000006450131,0.0008158758,0.0002099416,0.0000330017,0.0001007316,0.001135415,0.9915304,0.005198994],"study_design_scores_gemma":[0.0001812906,0.0001586256,0.005233348,0.0006174197,0.00004452263,0.004014471,0.002434412,0.000761394,0.000463959,0.007406222,0.9785388,0.0001456513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003505582,0.0002526031,0.0001055499,0.9898753,0.00817926,0.00002071212,0.00008432956,0.00003993697,0.001091857],"genre_scores_gemma":[0.002365913,0.0002644614,0.0001902902,0.986059,0.007217343,0.00006596,0.000031148,0.00001535279,0.003790496],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04861029,"threshold_uncertainty_score":0.03333056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2934206277962021,"score_gpt":0.4666589462167539,"score_spread":0.1732383184205518,"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."}}