{"id":"W2136356590","doi":"10.1136/bjo.85.6.689","title":"Survival analysis for success of Molteno tube implants","year":2001,"lang":"en","type":"article","venue":"British Journal of Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Trabeculectomy; Pseudophakia; Intraocular pressure; Glaucoma; Surgery; Visual acuity; Ophthalmology; Retrospective cohort study; Glaucoma surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004360884,0.0001002799,0.0007777579,0.0002898645,0.00004708164,0.00001053544,0.0001641415,0.0001222679,0.0005068745],"category_scores_gemma":[0.0002185678,0.00009816735,0.0004905914,0.0003979932,0.0001121351,0.00006237196,0.00002183517,0.0001850783,0.000001845561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001877244,"about_ca_system_score_gemma":0.00008250731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002792693,"about_ca_topic_score_gemma":0.00001385072,"domain_scores_codex":[0.9986846,0.00007938245,0.0006105255,0.0001320759,0.0002298756,0.0002634858],"domain_scores_gemma":[0.9987596,0.0001452794,0.0003589934,0.0001082436,0.0004838271,0.0001440544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009454738,0.0003469492,0.9769477,0.00007138509,0.001201454,0.01724381,0.00002967074,0.00001965411,0.0009486211,0.00002868934,0.0003411221,0.001875454],"study_design_scores_gemma":[0.001559322,0.0008498877,0.7109751,0.000068943,0.0007605942,0.2850508,0.0001218728,0.00003475295,0.0001294403,0.0002120302,0.000170553,0.00006661916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934652,0.001759741,0.0005079636,0.0002650544,0.0003108521,0.000132781,0.00002911124,0.000003534326,0.003525723],"genre_scores_gemma":[0.9983504,0.0003047748,0.0006291345,0.00002887506,0.0001279832,0.000002262442,0.00001607287,0.00001450139,0.0005260424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.267807,"threshold_uncertainty_score":0.554992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02648364112875406,"score_gpt":0.3157693952856944,"score_spread":0.2892857541569403,"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."}}