{"id":"W3155352286","doi":"10.1177/11206721211011354","title":"Sutureless dehydrated amniotic membrane for persistent epithelial defects","year":2021,"lang":"en","type":"article","venue":"European Journal of Ophthalmology","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Amnion; Surgery; Cornea; Ophthalmology; Etiology; Pregnancy; Internal medicine; Fetus","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":[0.0003351683,0.0001959994,0.000272986,0.0003571347,0.0002196085,0.0003696559,0.0002046448,0.0002475914,0.0008264214],"category_scores_gemma":[0.001245319,0.00008963326,0.0003330774,0.0002170494,0.0002719852,0.000293823,0.0003485277,0.0002815078,0.0002119634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001777361,"about_ca_system_score_gemma":0.0002038683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001472498,"about_ca_topic_score_gemma":0.0002292257,"domain_scores_codex":[0.9997506,0.00005423975,0.00004390538,0.00003529693,0.00006254733,0.00005350522],"domain_scores_gemma":[0.9992639,0.000109731,0.0003966827,0.00007424899,0.00002970811,0.0001257812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003207275,0.0004947875,0.7501882,0.0006894674,0.0003822332,0.07811663,0.0004887021,0.0003471012,0.05115039,0.0002527276,0.0004686856,0.1142137],"study_design_scores_gemma":[0.0001886317,0.00823661,0.4876611,0.0002460288,0.0002420115,0.4828991,0.0008411643,0.0007297256,0.01452042,0.000121631,0.004292582,0.0000209282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975164,0.001702499,0.0003422797,0.00002406923,0.00001205627,0.00001421725,0.00003558579,0.0000124193,0.0003404076],"genre_scores_gemma":[0.9992777,0.0003389118,0.0001851465,0.00002474128,0.00001005133,0.000005840583,0.0000470762,0.000001984821,0.0001087561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008264214,"threshold_uncertainty_score":0.002764642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03934331725159534,"score_gpt":0.282356925962756,"score_spread":0.2430136087111606,"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."}}