{"id":"W1486565644","doi":"10.1016/j.ohc.2006.07.006","title":"10.1016/j.ohc.2006.07.006","year":2000,"lang":"en","type":"review","venue":"Time to knit","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Contrast (vision); Medicine; Lens (geology); Sensitivity (control systems); Optometry; Modalities; Spherical aberration; Optics; Ophthalmology; Artificial intelligence; Computer science; Physics","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":[0.0002079167,0.000544102,0.002160946,0.0002012415,0.000127472,0.00001520471,0.0002015856,0.0004245981,0.9935922],"category_scores_gemma":[0.00009044704,0.0004154196,0.0004893337,0.0003122145,0.0001004108,0.00003803294,0.000127087,0.0004891089,0.9977903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001026824,"about_ca_system_score_gemma":0.0001650993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006701087,"about_ca_topic_score_gemma":1.455782e-8,"domain_scores_codex":[0.9981336,0.0001224031,0.0005330206,0.0004959823,0.000227384,0.0004875986],"domain_scores_gemma":[0.9989051,0.0001531382,0.0001335282,0.0005074638,0.0000536925,0.0002470651],"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":[0.00004534234,0.0002025339,6.730028e-8,0.003302007,0.0002257484,0.00007475124,0.000003703709,3.936239e-8,8.117198e-9,1.335116e-7,0.3448192,0.6513265],"study_design_scores_gemma":[0.0002937547,0.001711459,0.000003786833,0.006563641,0.001921831,0.0005209351,5.086524e-7,3.178939e-7,8.820566e-8,9.008333e-7,0.9886123,0.0003704853],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[1.972656e-7,0.4993249,1.832823e-8,0.00004347342,0.000003810379,0.0005918909,0.00003680386,0.00008049239,0.4999185],"genre_scores_gemma":[1.263536e-8,0.268993,0.0000195836,0.00003716841,0.000403032,0.0001153819,0.0001620612,0.00006226027,0.7302076],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.650956,"threshold_uncertainty_score":0.9998298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04422502141243111,"score_gpt":0.3387351761661511,"score_spread":0.2945101547537199,"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."}}