{"id":"W4406418328","doi":"10.1016/j.yoph.2016.02.168","title":"10.1016/j.yoph.2016.02.168","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Hyphema; Ophthalmology; Uveitis; Glaucoma; Pupil; IRIS (biosensor); Sulcus; Optometry; Surgery; Optics; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003777454,0.0008730511,0.0004665809,0.00107141,0.0009239942,0.001931391,0.0006316171,0.002678382,0.8668153],"category_scores_gemma":[0.001048033,0.0003360369,0.0004170708,0.0004479188,0.0007169614,0.002039237,0.001138889,0.001587996,0.7329516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006200721,"about_ca_system_score_gemma":0.001207546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002272233,"about_ca_topic_score_gemma":0.002787867,"domain_scores_codex":[0.9998339,0.00001659746,0.00001369485,0.00004259026,0.00004956073,0.00004351863],"domain_scores_gemma":[0.9993666,0.00009460493,0.00009035577,0.00002962464,0.0001394108,0.0002795419],"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":[0.00024543,0.0002438176,0.003929483,0.0005550509,0.00002898839,0.0007642019,0.0001438574,0.00008383847,0.0005253169,0.004198627,0.3938617,0.5954197],"study_design_scores_gemma":[0.00009673473,0.0001344205,0.005828637,0.00173646,0.00003384567,0.00591369,0.0003594938,0.0001365157,0.0002564387,0.004603369,0.980877,0.00002347759],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003632828,0.0259264,0.0009920557,0.01272239,0.003153794,0.0001035052,0.001998628,0.0007929579,0.9506775],"genre_scores_gemma":[0.01864392,0.0138262,0.001558649,0.005020181,0.002383965,0.0001068676,0.00125947,0.0002086773,0.956992],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1331847,"threshold_uncertainty_score":0.1899719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004367769264382425,"score_gpt":0.1858197808443884,"score_spread":0.181452011580006,"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."}}