{"id":"W77585617","doi":"","title":"Ophthaproblem: Can you identify this condition? Thyroid orbitopathy.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Thyroid; Data science; Medicine; Bioinformatics; World Wide Web; Internal medicine; Biology","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":[0.0002551828,0.0001558956,0.0002542391,0.0001207003,0.0001159596,0.0000212047,0.0001145693,0.000155007,0.000536589],"category_scores_gemma":[0.0001243313,0.000141462,0.0001088832,0.000207412,0.00008999152,0.00009616087,0.00001776692,0.0002542466,0.0001747889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005349137,"about_ca_system_score_gemma":0.00004372621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005214984,"about_ca_topic_score_gemma":0.00000437459,"domain_scores_codex":[0.9987529,0.00003930531,0.0002294387,0.000295401,0.0002010641,0.0004819157],"domain_scores_gemma":[0.9993159,0.00002457864,0.00006758274,0.0003087391,0.00006815432,0.0002150164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001457715,0.003313149,0.6445783,0.0003339729,0.0006343348,0.006576485,0.002433299,0.00001902708,0.00643018,0.007947819,0.1688238,0.157452],"study_design_scores_gemma":[0.001380229,0.0001682864,0.9897764,0.0000116612,0.00009619304,0.0008037757,0.0001050134,0.000003675123,0.0009351264,0.004426157,0.002126472,0.0001670643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8931284,0.0005730261,0.000005527761,0.008826124,0.0004050808,0.0007940877,0.00001416123,0.000126474,0.09612712],"genre_scores_gemma":[0.9856764,0.00003527713,0.0000501735,0.002227864,0.0001776116,0.0003474719,0.00009594402,0.0000152713,0.01137397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3451981,"threshold_uncertainty_score":0.5875273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02034328288472012,"score_gpt":0.2806736108717539,"score_spread":0.2603303279870338,"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."}}