{"id":"W2608649619","doi":"10.1007/978-3-319-45495-5_57","title":"Deep Sclerectomy with Collagen Implant","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Trabeculectomy; Medicine; Glaucoma; Implant; Open angle glaucoma; Dissection (medical); Surgery; Ophthalmology","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":[0.0001578116,0.0006129143,0.0003444384,0.0008616552,0.0003971076,0.0009708358,0.0003493913,0.0008723767,0.0402385],"category_scores_gemma":[0.0002773857,0.0001757596,0.0003352517,0.0004508656,0.0005229287,0.001388884,0.0009257698,0.001709757,0.01364292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003802246,"about_ca_system_score_gemma":0.0004856474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004895205,"about_ca_topic_score_gemma":0.002848647,"domain_scores_codex":[0.9999077,0.00001062521,0.000006985218,0.00001261542,0.00005303282,0.000008898923],"domain_scores_gemma":[0.9999281,0.0000380245,0.000005026905,0.000008355823,0.000009629157,0.0000108509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002574896,0.00006612076,0.0001207007,0.0005619568,0.000009293498,0.001056393,0.0001777548,0.0004750581,0.003304658,0.0590157,0.2754214,0.6597653],"study_design_scores_gemma":[0.000003410677,0.00001694853,0.0002698685,0.0001982888,0.000003053153,0.00313411,0.00003401519,0.000127207,0.0005611013,0.01359866,0.9820448,0.000008502441],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002198143,0.08133046,0.0163807,0.004099001,0.007106,0.00006764439,0.0002513534,0.0004233954,0.8881434],"genre_scores_gemma":[0.007718686,0.0465745,0.007722518,0.00240715,0.002315765,0.00003760955,0.0002008441,0.0001681159,0.9328548],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0402385,"threshold_uncertainty_score":0.1346112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01498448232977693,"score_gpt":0.2396510848135014,"score_spread":0.2246666024837245,"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."}}