{"id":"W2073394091","doi":"10.1145/968363.968385","title":"Auramirror","year":2004,"lang":"en","type":"article","venue":"","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science","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":[0.001170876,0.00127484,0.0007320651,0.001550948,0.001087282,0.002513342,0.001872436,0.00168251,0.1244231],"category_scores_gemma":[0.004334419,0.0005357164,0.0009564894,0.0008774804,0.0005127364,0.003112489,0.003328427,0.001646745,0.05500763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003773725,"about_ca_system_score_gemma":0.0005829464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001076082,"about_ca_topic_score_gemma":0.001660514,"domain_scores_codex":[0.9988066,0.0001705127,0.00006743609,0.0002153606,0.0006123556,0.0001277327],"domain_scores_gemma":[0.9982032,0.0003969848,0.0001199808,0.0004685138,0.0004964718,0.0003148974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001481662,0.0001526857,0.001798514,0.0007012991,0.00007178853,0.0008149666,0.0007915593,0.0005353058,0.01977554,0.01626804,0.4086733,0.5489352],"study_design_scores_gemma":[0.00008674839,0.0003782522,0.001914294,0.0001370677,0.00007359614,0.001783343,0.0001321261,0.003255383,0.01105378,0.003137623,0.9779493,0.00009857489],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01837077,0.007325992,0.180943,0.002848748,0.003366256,0.001037379,0.005454154,0.1925523,0.5881015],"genre_scores_gemma":[0.1650614,0.005942942,0.1698032,0.0044171,0.002369526,0.001052637,0.009042813,0.01352394,0.6287864],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1244231,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047910250827106,"score_gpt":0.2634785955918952,"score_spread":0.2529994930836242,"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."}}