{"id":"W2074770745","doi":"10.3129/i08-187","title":"Efficacy of Routine Notification and Request on reducing corneal transplantation wait times in Canada","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto Western Hospital; Queen's University","funders":"","keywords":"Medicine; Eye bank; Nova scotia; Corneal transplantation; Cornea; Ophthalmology; Surgery; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002863247,0.0004084625,0.000866153,0.0007693029,0.002788686,0.001325341,0.001840942,0.001213894,0.005334318],"category_scores_gemma":[0.01795411,0.0004616347,0.0009591915,0.001331574,0.0008974228,0.000561794,0.001005986,0.001889997,0.0002354735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0455499,"about_ca_system_score_gemma":0.1335459,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9799671,"about_ca_topic_score_gemma":0.9812196,"domain_scores_codex":[0.9966977,0.0006560746,0.0002384913,0.0003110007,0.0009049379,0.001191957],"domain_scores_gemma":[0.9834602,0.003820367,0.002302874,0.0003832067,0.002909284,0.007124009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04711348,0.0215074,0.5793477,0.001250254,0.0008485987,0.0004899683,0.003672895,0.009014152,0.001674551,0.001816149,0.03953289,0.293732],"study_design_scores_gemma":[0.006887559,0.008754437,0.9655447,0.0003854028,0.0008887538,0.0001322126,0.00224689,0.007158637,0.0008394138,0.0003205341,0.006705884,0.0001356251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839929,0.002096816,0.0001562848,0.005133474,0.0001992345,0.0004581666,0.00108808,0.00009065856,0.006784446],"genre_scores_gemma":[0.9965041,0.0008042195,0.0004037654,0.0006624692,0.00005849084,0.00009032521,0.0002583044,0.00001095445,0.001207578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0455499,"threshold_uncertainty_score":0.3304892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01987337806959303,"score_gpt":0.2557240482953216,"score_spread":0.2358506702257286,"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."}}