{"id":"W3123630923","doi":"","title":"DIAGNOSTIC OPHTHALMOLOGY: What are your clinical diagnosis, lesion localization, and differential diagnoses?","year":2002,"lang":"en","type":"article","venue":"Canadian veterinary journal","topic":"Actinomycetales infections and treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medical diagnosis; Differential diagnosis; Medicine; Lesion; Ophthalmology; Optometry; Radiology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001272388,0.0002183439,0.0003631339,0.0002482806,0.0005222079,0.0001794859,0.0000771892,0.0001874801,0.002690022],"category_scores_gemma":[0.0004366439,0.0001882994,0.0001473928,0.0001262345,0.0001777183,0.0003393824,0.00003998893,0.0004191527,0.0000848745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002777383,"about_ca_system_score_gemma":0.0001074421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006604472,"about_ca_topic_score_gemma":0.0002157572,"domain_scores_codex":[0.9985899,0.00014628,0.0004311924,0.0002891939,0.0001446769,0.0003987779],"domain_scores_gemma":[0.998019,0.0003127306,0.0001643301,0.0001949461,0.0001095944,0.001199396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002812784,0.0003808186,0.931286,0.00002850744,0.0001407583,0.02898836,0.00010186,0.000004162911,0.00000377883,0.00001823481,0.003195336,0.03582406],"study_design_scores_gemma":[0.001789706,0.002186498,0.7831478,0.0004705611,0.0002325708,0.1925322,0.0002978962,0.0002052357,0.000005451787,0.00007605219,0.01883687,0.0002192477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893468,0.006547232,0.0001296919,0.001747084,0.00119226,0.000275399,0.00001593581,0.00002122213,0.0007243558],"genre_scores_gemma":[0.9796312,0.0187957,0.0001222396,0.0004639449,0.0007113346,0.00004197758,0.0000164152,0.00003158472,0.0001855503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1635438,"threshold_uncertainty_score":0.9982216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1315222649044796,"score_gpt":0.3570881811418535,"score_spread":0.2255659162373739,"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."}}