{"id":"W4406511980","doi":"10.1016/j.yoph.2014.01.015","title":"10.1016/j.yoph.2014.01.015","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Ophthalmology; Layer (electronics); Anatomy; Composite material; Materials science","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":[0.0004183119,0.0007373583,0.0004055487,0.0008857812,0.0008044921,0.001680971,0.0005750601,0.00227163,0.8099376],"category_scores_gemma":[0.001131364,0.000299108,0.0003763612,0.000352252,0.0006990437,0.001758858,0.000890379,0.001499,0.5950386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006769674,"about_ca_system_score_gemma":0.001189094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002243371,"about_ca_topic_score_gemma":0.002602753,"domain_scores_codex":[0.9998191,0.00001783117,0.00001337466,0.00004083939,0.00005640627,0.00005251694],"domain_scores_gemma":[0.9992944,0.0001039169,0.00009713575,0.00002910126,0.0001762703,0.0002992083],"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":[0.000394388,0.0003586021,0.0072837,0.0006049322,0.00004141676,0.001154376,0.0001724738,0.0001207496,0.001004767,0.005730989,0.3241236,0.6590101],"study_design_scores_gemma":[0.0001053288,0.0001953737,0.0118676,0.001763007,0.00004067216,0.01026035,0.0005134355,0.0001995901,0.0004856685,0.005722712,0.9688151,0.000031199],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008365609,0.02878576,0.001665707,0.01706845,0.003537541,0.0001001511,0.001828094,0.000921933,0.9377267],"genre_scores_gemma":[0.03705996,0.01566337,0.002318539,0.00557415,0.002452931,0.0000957346,0.001379368,0.0002154324,0.9352406],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1900624,"threshold_uncertainty_score":0.2711009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006848723125494153,"score_gpt":0.1891321673226941,"score_spread":0.1822834441971999,"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."}}