{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001812442,0.00006929684,0.000236689,0.0002211392,0.00002484476,0.000003235293,0.00004128605,0.00004916796,0.0001492321],"category_scores_gemma":[0.0001369852,0.00006593445,0.00002821885,0.0001328739,0.00003750787,0.00003878688,6.615077e-7,0.0001562036,5.232451e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002051937,"about_ca_system_score_gemma":0.002326649,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7284216,"about_ca_topic_score_gemma":0.3260476,"domain_scores_codex":[0.9992835,0.00004786197,0.0003451646,0.00008916318,0.00007687146,0.000157462],"domain_scores_gemma":[0.9993498,0.000112325,0.0001489139,0.00007319333,0.00006735246,0.0002484644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003663396,0.0002048526,0.9024966,0.0001752482,0.00007383846,0.04894852,0.001805257,0.001871596,0.003462992,0.001688412,0.0008842532,0.03472498],"study_design_scores_gemma":[0.001021629,0.0004956885,0.9780082,0.0001751179,0.00002636373,0.01928625,0.00008303449,0.00006464418,0.0006639994,0.00009753506,0.00002183008,0.00005567182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930744,0.0002693773,0.000003206949,0.001275268,0.0001533852,0.00007753693,0.000005237805,6.925946e-7,0.005140924],"genre_scores_gemma":[0.9997546,0.00001329863,0.00004252113,0.00008576285,0.00003518273,3.041322e-7,0.00001097727,0.000004369566,0.00005299966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.402374,"threshold_uncertainty_score":0.6862503,"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."}}