{"id":"W3211770362","doi":"","title":"Morphological corneal changes up to one year after crosslinking surgery with and without intracorneal ring segment insertion","year":2019,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Waterloo","funders":"","keywords":"Ring (chemistry); Medicine; Ophthalmology; Surgery; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000299475,0.000257819,0.0006400265,0.001491799,0.0006335187,0.0006463859,0.0003522186,0.0008885755,0.004752335],"category_scores_gemma":[0.0007914399,0.0001930408,0.001209068,0.0009929679,0.0006674993,0.0006016088,0.0005992045,0.001167455,0.00083514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004228008,"about_ca_system_score_gemma":0.000305468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002635208,"about_ca_topic_score_gemma":0.00335299,"domain_scores_codex":[0.9996858,0.0000287465,0.00002032139,0.00004673272,0.0000673536,0.0001510157],"domain_scores_gemma":[0.9989792,0.0002603579,0.000225715,0.0001091366,0.0002201972,0.0002054735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.06776775,0.00541795,0.3487678,0.0008340463,0.0007598128,0.07685211,0.002408505,0.001315762,0.3774637,0.0008805547,0.003905981,0.1136261],"study_design_scores_gemma":[0.0001064394,0.003436615,0.9681663,0.00003335131,0.0002041856,0.008145514,0.0006315114,0.0002802582,0.0166349,0.0001817262,0.002109417,0.0000698097],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931107,0.001278798,0.0004259778,0.00009218731,0.0001023662,0.00006312365,0.001019492,0.00004645205,0.003860836],"genre_scores_gemma":[0.9948836,0.0005078933,0.0001276983,0.00006212559,0.00003960295,0.00003116274,0.001030394,0.00001043577,0.003307035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004752335,"threshold_uncertainty_score":0.01589817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05263736534081243,"score_gpt":0.3209299182740578,"score_spread":0.2682925529332454,"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."}}