{"id":"W3198748319","doi":"10.1097/ico.0000000000002852","title":"Comparing ProKera With Amniotic Membrane Transplantation: Indications, Outcomes, and Costs","year":2021,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Visual acuity; Demographics; Keratitis; Surgery; Transplantation; Fibrous joint; Corneal transplantation; Cost analysis; Ophthalmology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004412046,0.00009828206,0.0002215283,0.00003801366,0.00007726994,0.00002109312,0.00002007049,0.0000323096,0.0000872463],"category_scores_gemma":[0.00001733027,0.0000750729,0.00002725188,0.0001536208,0.00003973307,0.00005656714,0.000009025841,0.00008504601,0.00002704223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000037064,"about_ca_system_score_gemma":0.00008906455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002297314,"about_ca_topic_score_gemma":0.00008052981,"domain_scores_codex":[0.9994032,0.00002279055,0.0001299029,0.0001960646,0.0001266326,0.0001213917],"domain_scores_gemma":[0.9995577,0.00007757769,0.00003683082,0.0001634116,0.00005127117,0.0001132323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001292891,0.0001734764,0.9926756,0.00009624867,0.000116048,0.000608967,0.0001627675,0.000001527131,0.0002009192,0.0003152322,0.00003648475,0.005483465],"study_design_scores_gemma":[0.002083163,0.00006737717,0.9931374,0.0001601622,0.0002349415,0.0006850877,0.00004432042,0.00005192561,0.003043255,0.0000116922,0.0003947098,0.00008603449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941627,0.0004518371,0.0001498451,0.0006608934,0.00005154598,0.0002096311,0.000007443572,0.00004801741,0.004258137],"genre_scores_gemma":[0.9981283,0.0001724667,0.0004108372,0.0003135722,0.00001819516,0.00002124174,0.0001966802,0.00001083139,0.0007278957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005397431,"threshold_uncertainty_score":0.3061384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02453883087908275,"score_gpt":0.2613977007356102,"score_spread":0.2368588698565275,"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."}}