{"id":"W4405273689","doi":"10.1097/iae.0000000000004366","title":"Reply","year":2024,"lang":"en","type":"article","venue":"Retina","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Sunnybrook Health Science Centre; Health Sciences Centre; University of Toronto; SickKids Foundation; Hospital for Sick Children; St Joseph's Health Centre; University of Alberta","funders":"","keywords":"Medicine; Computer science; Medical physics; World Wide Web","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003276485,0.0008132147,0.001067982,0.001216191,0.003793906,0.006263296,0.002209327,0.04696335,0.02322232],"category_scores_gemma":[0.03270663,0.0007815713,0.001639912,0.0007855073,0.002969181,0.004633398,0.00353889,0.03761284,0.01455766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003142246,"about_ca_system_score_gemma":0.004300754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005002735,"about_ca_topic_score_gemma":0.006509627,"domain_scores_codex":[0.9975018,0.0005228603,0.0002613959,0.0005047028,0.0006451681,0.0005641156],"domain_scores_gemma":[0.9904652,0.004382708,0.0005866562,0.0003454423,0.002604816,0.00161515],"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":[0.00002077668,0.000006335695,0.0002205134,0.00003050769,0.00001131737,0.0001860422,0.00006934091,0.00001028091,0.0000455168,0.001136417,0.9960936,0.002169312],"study_design_scores_gemma":[0.00005548041,0.00002179862,0.0009533173,0.0002153177,0.00003379033,0.0004674045,0.0006103081,0.00005399911,0.0001352667,0.004089385,0.9933161,0.00004789264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002213896,0.001585792,0.00006405298,0.9276712,0.06823463,0.00001245449,0.00008299522,0.00002327848,0.002104291],"genre_scores_gemma":[0.001199495,0.000501035,0.00005883176,0.9677064,0.02193381,0.00002701541,0.00002543943,0.00001320457,0.008534756],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9767777,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1592678674743524,"score_gpt":0.4606451498115121,"score_spread":0.3013772823371597,"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."}}