{"id":"W4406651264","doi":"10.1016/b978-1-4557-4696-5.00126-3","title":"10.1016/b978-1-4557-4696-5.00126-3","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Thyroid; Medicine; Thyroid disease; Optometry; Disease; Ophthalmology; Internal medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001180101,0.000479481,0.0007332012,0.0002863037,0.0000852016,0.00001405442,0.0002131665,0.0007506346,0.9991974],"category_scores_gemma":[0.00003401252,0.0004735525,0.0002858418,0.00004972694,0.0001435499,0.00004170591,0.00006992762,0.0006572418,0.9980182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006922707,"about_ca_system_score_gemma":0.0001333293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001571363,"about_ca_topic_score_gemma":1.364987e-7,"domain_scores_codex":[0.9983644,0.00001645423,0.0003622159,0.000538985,0.000291358,0.0004265171],"domain_scores_gemma":[0.9987829,0.00006207591,0.00009368532,0.0006638934,0.00008436311,0.0003131165],"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":[0.0009905237,0.0001149614,3.117449e-7,0.00009447063,0.000400118,0.0007912435,0.0000257504,0.000003455071,0.000007722343,0.000088298,0.2887178,0.7087654],"study_design_scores_gemma":[0.0006589677,0.0006675522,0.00001170211,0.0002389467,0.0003205501,0.0004098619,8.449369e-7,0.00000471376,0.000006753995,0.0003970927,0.9968342,0.0004488634],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00000802712,0.0007145764,1.63422e-7,0.0006814561,0.000008898133,0.0005459941,0.00006090324,0.0001682319,0.9978117],"genre_scores_gemma":[0.000007449439,0.000002572228,0.0000541245,0.0002722342,0.0004051472,0.00001998487,0.0003599981,0.0001407907,0.9987377],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7083165,"threshold_uncertainty_score":0.9997716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116935133226604,"score_gpt":0.2084851324685583,"score_spread":0.1973157811362923,"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."}}