{"id":"W3121963309","doi":"","title":"Diagnostic Ophthalmology: What are your diagnoses, and further diagnostic and therapeutic plans?","year":2003,"lang":"en","type":"article","venue":"Canadian veterinary journal","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medical diagnosis; Medicine; Optometry; Medical physics; Ophthalmology; Radiology","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":[0.0006209102,0.0002493803,0.0003917114,0.0003495433,0.0004858264,0.0001354008,0.0001038156,0.0002632788,0.001033255],"category_scores_gemma":[0.00153907,0.0002195393,0.00005346835,0.0001411249,0.000313926,0.000181308,0.00002830867,0.0008784041,0.0000515137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001757737,"about_ca_system_score_gemma":0.0006475094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00113273,"about_ca_topic_score_gemma":0.0005524821,"domain_scores_codex":[0.9979124,0.0004173774,0.0003003237,0.0003347369,0.0001843952,0.0008507838],"domain_scores_gemma":[0.9960026,0.00171693,0.00009099524,0.0002208452,0.0001005463,0.001868057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001690663,0.0001169433,0.9145562,0.0002233824,0.0001132263,0.07167507,0.0005821539,7.01266e-7,0.00005257473,0.0001896194,0.0005056864,0.01181538],"study_design_scores_gemma":[0.001110297,0.002781684,0.7167978,0.0004625127,0.00005692171,0.2679157,0.001328051,0.000006828104,0.000007591904,0.0008404557,0.008501267,0.0001909126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558702,0.03861527,0.000001901881,0.003750776,0.000546927,0.0003899918,0.00001978583,0.00001110754,0.0007940119],"genre_scores_gemma":[0.9897933,0.008132146,0.0000849891,0.001356291,0.0002127217,0.00003678476,0.000005536495,0.00004202358,0.0003362141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1977584,"threshold_uncertainty_score":0.99988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1564525931765615,"score_gpt":0.4284521596992262,"score_spread":0.2719995665226647,"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."}}