{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001362302,0.0002651436,0.0007157783,0.001372425,0.000333092,0.001286729,0.0003256683,0.0004439036,0.002293528],"category_scores_gemma":[0.005840777,0.00009494386,0.001127059,0.001060309,0.0004439527,0.0007878412,0.000794004,0.0004629611,0.0002391171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001046435,"about_ca_system_score_gemma":0.0006726278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000539629,"about_ca_topic_score_gemma":0.0006575152,"domain_scores_codex":[0.9984778,0.0004142389,0.0002686826,0.0001396865,0.0005439971,0.0001557021],"domain_scores_gemma":[0.9957507,0.001283989,0.002152069,0.0001134185,0.0002967213,0.0004031028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01629204,0.00113832,0.8105544,0.001861314,0.00149398,0.002015979,0.0002365296,0.001478909,0.002280836,0.0004974721,0.0004153896,0.1617348],"study_design_scores_gemma":[0.001458139,0.04289888,0.9088433,0.0009429951,0.002389874,0.02678359,0.001991168,0.004642125,0.004327452,0.0007677221,0.004867652,0.00008723063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904318,0.0076601,0.0002543131,0.0001468164,0.00003668265,0.00004562592,0.0001382355,0.000004231489,0.00128209],"genre_scores_gemma":[0.9972845,0.001811668,0.0003495568,0.0000537854,0.00007870321,0.00002882859,0.0002614082,0.000002770911,0.0001287106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002293528,"threshold_uncertainty_score":0.007672608,"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."}}