{"id":"W2058005009","doi":"10.1097/ico.0b013e3181609300","title":"Manual Top Hat Wound Configuration for Penetrating Keratoplasty","year":2008,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Ophthalmology; Medicine","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":[0.00031431,0.0003668035,0.0003602559,0.0005940206,0.0003258279,0.0006708202,0.000310929,0.0003715359,0.003228569],"category_scores_gemma":[0.001614782,0.0001452323,0.0003461452,0.0005032312,0.0004255194,0.0004960563,0.0004493996,0.0003210663,0.0004132613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002169702,"about_ca_system_score_gemma":0.0002136737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002449833,"about_ca_topic_score_gemma":0.0005051613,"domain_scores_codex":[0.9995522,0.00006412708,0.00005204667,0.00008217002,0.0001650679,0.00008444102],"domain_scores_gemma":[0.9992393,0.000186264,0.0002985887,0.00009303617,0.00005815534,0.0001246204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005667437,0.001211394,0.6778043,0.0006486693,0.0003676641,0.01353182,0.0002601935,0.001396722,0.02217948,0.0001833712,0.001631393,0.2751176],"study_design_scores_gemma":[0.0003900417,0.01352969,0.8570492,0.0001748892,0.0002163844,0.1182896,0.000554977,0.002431755,0.005111316,0.0002184231,0.0019902,0.00004355267],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9968978,0.0009115629,0.001130505,0.00002686811,0.000040787,0.00003148939,0.00005962275,0.00003386214,0.0008673567],"genre_scores_gemma":[0.9982219,0.0003932667,0.000979803,0.00004463123,0.00003517024,0.00001938688,0.0001233169,0.000005433423,0.0001770206],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003228569,"threshold_uncertainty_score":0.01080066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03803102721627698,"score_gpt":0.2859217481218418,"score_spread":0.2478907209055648,"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."}}