{"id":"W1465814750","doi":"","title":"Outcome of Penetrating Keratoplasty Performed by Cornea Fellows Compared to Experienced Staff","year":2004,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Cornea; Ophthalmology; Optometry; 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":[0.0005095938,0.0003198232,0.0004958384,0.001024604,0.0006410824,0.0007865525,0.000386831,0.0008729072,0.005508057],"category_scores_gemma":[0.003802059,0.0001839902,0.0009514644,0.0007927484,0.0004443121,0.0007365727,0.0008639145,0.0006859573,0.0007571804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006970512,"about_ca_system_score_gemma":0.0004818322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00624306,"about_ca_topic_score_gemma":0.004952584,"domain_scores_codex":[0.9994198,0.0001065152,0.00007894773,0.00007563191,0.00008014388,0.0002388774],"domain_scores_gemma":[0.9967848,0.0006905596,0.001018482,0.0001328165,0.0003517206,0.001021673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006011425,0.0005060165,0.9845536,0.0000387741,0.0001649971,0.001643681,0.0003844791,0.0001735502,0.000839441,0.00005464527,0.0003268959,0.005302504],"study_design_scores_gemma":[0.00007286219,0.001993447,0.9954259,0.00001088755,0.00008266224,0.001056123,0.0009045584,0.0001829665,0.0001169341,0.00005057708,0.00008696254,0.00001610624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992078,0.00009681429,0.00001435762,0.00002771571,0.000009755058,0.000004828533,0.000146728,0.000001845198,0.0004902783],"genre_scores_gemma":[0.9995071,0.00006087244,0.00001014335,0.00001818913,0.00001016708,0.000003105494,0.0001618111,0.00000129625,0.0002274369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00624306,"threshold_uncertainty_score":0.0184263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1207478977363067,"score_gpt":0.4758283214932384,"score_spread":0.3550804237569317,"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."}}