{"id":"W4415714408","doi":"10.38087/2595.8801.724","title":"Estudo Comparativo entre Diferentes Técnicas de Transplante de Córnea e sua Relação com a Qualidade de Vida","year":2025,"lang":"","type":"article","venue":"COGNITIONIS Scientific Journal","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality of life (healthcare); Visual acuity; Quality (philosophy); Context (archaeology); Transplantation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01017067,0.0004870909,0.001528287,0.004374751,0.0007037759,0.002951355,0.0007235573,0.0009431128,0.004897071],"category_scores_gemma":[0.03350508,0.0002643449,0.003477515,0.007353967,0.000939845,0.00212828,0.000853686,0.0006691566,0.0004497221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001109581,"about_ca_system_score_gemma":0.002363024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001349025,"about_ca_topic_score_gemma":0.002195417,"domain_scores_codex":[0.9906119,0.002575995,0.003016406,0.001045867,0.002457784,0.0002920878],"domain_scores_gemma":[0.9464181,0.03366101,0.01290724,0.001136877,0.005271046,0.0006057069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006163632,0.0006241314,0.6307053,0.06163146,0.00713742,0.001435406,0.002654731,0.0003840233,0.003928499,0.0009988078,0.002091674,0.282245],"study_design_scores_gemma":[0.0004997306,0.009905124,0.8580081,0.02921399,0.02898438,0.01011926,0.008028497,0.000725991,0.006107313,0.001948441,0.04626974,0.0001893897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4244991,0.561598,0.002338957,0.001309515,0.0005611367,0.0005346607,0.002696175,0.00003681567,0.006425649],"genre_scores_gemma":[0.8513628,0.1406848,0.003416926,0.0006265894,0.0004749185,0.0007562474,0.001377638,0.00002678839,0.001273272],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01017067,"threshold_uncertainty_score":0.0537883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02990970366634419,"score_gpt":0.3166749766977502,"score_spread":0.286765273031406,"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."}}