{"id":"W1991157971","doi":"10.1145/968363.968378","title":"An eye for an eye","year":2004,"lang":"en","type":"article","venue":"","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; Optometry; Artificial intelligence; Medicine","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":[0.0004236384,0.0006700455,0.0006930247,0.00082062,0.001209639,0.00119756,0.0005248687,0.002368082,0.3125805],"category_scores_gemma":[0.002207926,0.0001586361,0.0008573924,0.0003469799,0.0006472675,0.001327825,0.001135347,0.002990069,0.08146283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005977679,"about_ca_system_score_gemma":0.001109469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001641681,"about_ca_topic_score_gemma":0.004539781,"domain_scores_codex":[0.9996822,0.00006990422,0.00002634895,0.00004198657,0.0001236681,0.00005593522],"domain_scores_gemma":[0.9992105,0.0001756906,0.00005178863,0.00007752739,0.0002082871,0.0002761559],"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":[0.0004296588,0.00005005056,0.0003295175,0.0007448407,0.00003796525,0.002998894,0.00003336214,0.00002864396,0.001055641,0.005381823,0.8323449,0.1565648],"study_design_scores_gemma":[0.00003985075,0.0001234164,0.0005420803,0.0003668345,0.00003400285,0.004252399,0.0000735069,0.00001814867,0.0002909667,0.002152511,0.9920959,0.00001024017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002937318,0.187868,0.00140741,0.1402411,0.1205346,0.0001311118,0.0007808004,0.0004352355,0.5456644],"genre_scores_gemma":[0.01986591,0.07693151,0.0009164093,0.02920837,0.02025492,0.00005555728,0.0004785355,0.0001053462,0.8521835],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3125805,"threshold_uncertainty_score":0.9805205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02426432167914694,"score_gpt":0.331859101042373,"score_spread":0.3075947793632261,"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."}}