{"id":"W4285104051","doi":"10.1097/ico.0000000000003030","title":"Effect of Collagenase A on Descemet Membrane Endothelial Keratoplasty Scroll Tightness","year":2022,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Scroll; Collagenase; Scroll compressor; Ophthalmology; Medicine; Chemistry; Biochemistry; Mechanical engineering","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":[0.0003013196,0.0003528723,0.0002529419,0.0002245005,0.000166499,0.0003607212,0.000122749,0.0001963842,0.001063551],"category_scores_gemma":[0.0004801205,0.0001306748,0.0003657228,0.0001788048,0.0002494938,0.0002543387,0.0001520304,0.0004163514,0.0001478012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003562978,"about_ca_system_score_gemma":0.0003741744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002249695,"about_ca_topic_score_gemma":0.003197643,"domain_scores_codex":[0.9996871,0.00006334618,0.00005152253,0.00005331414,0.0000774758,0.00006738568],"domain_scores_gemma":[0.999328,0.0002314073,0.0001720341,0.0000664634,0.0001049259,0.00009718368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002142042,0.000146217,0.001392018,0.000105365,0.00002477281,0.00006719917,0.0000304646,0.00005517846,0.9934447,0.00001161828,0.00003588368,0.002544647],"study_design_scores_gemma":[0.00004296576,0.003998621,0.02886042,0.00001713411,0.00006128292,0.0001981305,0.00008172556,0.0006479829,0.9652227,0.00001466381,0.0008455419,0.000008999758],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995046,0.003626946,0.0004741067,0.00004042424,0.00005652098,0.00002828617,0.0001364363,0.00001367206,0.0005776812],"genre_scores_gemma":[0.9961462,0.00155071,0.001243816,0.00005352563,0.00001872806,0.00002774067,0.0001519837,0.000007350112,0.00079985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002249695,"threshold_uncertainty_score":0.004473269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01106572120043906,"score_gpt":0.2524622387343984,"score_spread":0.2413965175339593,"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."}}