{"id":"W2614348965","doi":"10.1016/j.jcjo.2017.02.025","title":"A decade of surgical eye removals in Ontario: a clinical-pathological study","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Ocular Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Pathological; Glaucoma; Surgery; Demographics; Ophthalmic pathology; Disease; Glaucoma surgery; Ophthalmology; Neuro-ophthalmology; Pathology","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":[0.0003373187,0.0002744458,0.0002733928,0.001441243,0.001885992,0.000953177,0.000769916,0.0004280177,0.002369067],"category_scores_gemma":[0.001994475,0.0003743542,0.0004138472,0.002820506,0.0006085841,0.0005158859,0.0007919967,0.0004621683,0.0003251319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009792195,"about_ca_system_score_gemma":0.01188317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8511546,"about_ca_topic_score_gemma":0.9258905,"domain_scores_codex":[0.9991887,0.00003300427,0.0000657713,0.00009558285,0.000354669,0.0002621828],"domain_scores_gemma":[0.996731,0.0001387899,0.001607764,0.00007512928,0.0009265018,0.0005207814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002195658,0.000009324261,0.9982703,0.00001468245,0.000008150289,0.0001790779,0.0003096004,0.00001182431,0.0001192645,0.000008414975,0.0002123581,0.0008350541],"study_design_scores_gemma":[0.000001324738,0.00001604746,0.9986727,0.00001333275,0.000004705558,0.0002178462,0.0006780725,0.00002165013,0.00001823553,0.000003455725,0.0003497432,0.000002738202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951025,0.0005176169,0.00005006362,0.0001573302,0.000007734156,0.00004194189,0.001935585,0.00000636428,0.002180812],"genre_scores_gemma":[0.9980325,0.0004777757,0.00006925627,0.00007006548,0.000008453432,0.00001498732,0.0009164698,0.000002980844,0.0004075361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1488454,"threshold_uncertainty_score":0.2994438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05060663504638813,"score_gpt":0.3611946613092389,"score_spread":0.3105880262628508,"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."}}