{"id":"W1203701911","doi":"","title":"Intermediate Outcome of Superior versus Inferior Ahmed Glaucoma Valve Implantation: Surgical Success and Complications","year":2006,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Glaucoma valve; Medicine; Glaucoma; Outcome (game theory); Ophthalmology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001280682,0.0004207314,0.0007343472,0.0009930052,0.0005453377,0.001623717,0.0004653315,0.0009965997,0.003859565],"category_scores_gemma":[0.005749758,0.0001986146,0.0010517,0.0005569028,0.0009217747,0.001117419,0.0006498493,0.0008800598,0.0006155197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004801292,"about_ca_system_score_gemma":0.0003979393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004327028,"about_ca_topic_score_gemma":0.0005557463,"domain_scores_codex":[0.9989171,0.0002496105,0.000189809,0.0001470911,0.0001488043,0.0003475337],"domain_scores_gemma":[0.9949551,0.002100542,0.001332864,0.0003399884,0.0002380896,0.001033377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01777333,0.0003962416,0.9660171,0.00005326962,0.0003462625,0.002682686,0.000175763,0.0003364774,0.002760156,0.0004080891,0.0002115395,0.008839023],"study_design_scores_gemma":[0.0002899819,0.005772092,0.9818445,0.00003241697,0.0002976316,0.00699468,0.0007068959,0.001344754,0.001093109,0.001275948,0.0002736148,0.00007414135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985813,0.0002129486,0.0001497539,0.00004025931,0.00002002982,0.0000052266,0.0001205704,0.000005424448,0.0008644674],"genre_scores_gemma":[0.9997035,0.00002734072,0.00004259725,0.00001644921,0.00003160163,0.000003741467,0.0001203783,0.000002409164,0.00005198306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003859565,"threshold_uncertainty_score":0.01291156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03763665623816839,"score_gpt":0.3635174871073318,"score_spread":0.3258808308691634,"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."}}