{"id":"W2939324057","doi":"10.1097/ico.0000000000001956","title":"Three-Year Outcome Comparison Between Femtosecond Laser-Assisted and Manual Descemet Membrane Endothelial Keratoplasty","year":2019,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Descemet membrane; Ophthalmology; Visual acuity; Vitrectomy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006637679,0.0002239252,0.0004908763,0.000544915,0.0002411357,0.0003522918,0.0002290531,0.000416401,0.001347193],"category_scores_gemma":[0.00184774,0.00008351586,0.001064963,0.0002960384,0.0002403267,0.0003818044,0.0002599301,0.0002950105,0.0001424897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004168216,"about_ca_system_score_gemma":0.000257042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009425895,"about_ca_topic_score_gemma":0.00168738,"domain_scores_codex":[0.9995976,0.00008033155,0.00005954541,0.00007071671,0.0001204644,0.00007134677],"domain_scores_gemma":[0.9986317,0.0003220334,0.0006061782,0.00006208567,0.0001552754,0.0002228128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02807528,0.001662151,0.9237137,0.000226901,0.001647749,0.0004049614,0.0001830164,0.0007170966,0.002231085,0.00005621412,0.0004148282,0.04066703],"study_design_scores_gemma":[0.000881661,0.01472657,0.9809884,0.00002957398,0.0003839773,0.0008663269,0.0001677627,0.0008731594,0.0007280858,0.00005327572,0.0002783311,0.00002286894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992139,0.0004410489,0.00005228387,0.00001301518,0.00000767335,0.00000949881,0.0000755503,0.000002562822,0.0001845687],"genre_scores_gemma":[0.9996524,0.0000616459,0.00003626271,0.00001429334,0.00001128217,0.000008724141,0.0001379316,7.316478e-7,0.00007665564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001347193,"threshold_uncertainty_score":0.004506767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04163779706693791,"score_gpt":0.2958483510345725,"score_spread":0.2542105539676346,"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."}}