{"id":"W4239616329","doi":"10.1007/978-3-030-53058-7_74","title":"Viscocanalostomy","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Credit Valley Hospital; Kensington Health; Trillium Health Centre","funders":"","keywords":"Trabeculectomy; Schlemm's canal; Medicine; Glaucoma; Bleb (medicine); Ophthalmology; Trabecular meshwork; Surgery; Mitomycin C","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":[0.00009387005,0.0006172562,0.0003228961,0.0008792551,0.0006750922,0.0008367579,0.0004591951,0.001126435,0.04762718],"category_scores_gemma":[0.0003047498,0.000194703,0.000403938,0.0004202294,0.00051796,0.0008312097,0.001018435,0.002371264,0.01726138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004632903,"about_ca_system_score_gemma":0.0004674958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00112929,"about_ca_topic_score_gemma":0.004995826,"domain_scores_codex":[0.999939,0.000005505472,0.000002757254,0.00001342306,0.00002737706,0.00001196384],"domain_scores_gemma":[0.9999554,0.00001798506,0.000003965553,0.000006414888,0.000005352662,0.00001083162],"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":[0.00005149693,0.00008872814,0.0002223186,0.0002290756,0.00001156085,0.003089655,0.0001345795,0.0004236238,0.002647063,0.04510799,0.265258,0.6827359],"study_design_scores_gemma":[0.000006241375,0.00003024645,0.0007963519,0.0002258686,0.000006657958,0.01121416,0.00005534941,0.000200531,0.0006450352,0.009235937,0.9775695,0.00001409359],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.00273859,0.04445104,0.008197827,0.003195642,0.004213401,0.00004298363,0.0001209116,0.0003868843,0.9366527],"genre_scores_gemma":[0.008880584,0.02381267,0.003858733,0.002397234,0.001165924,0.00002906666,0.0001114521,0.0001247748,0.9596196],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04762718,"threshold_uncertainty_score":0.1593288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01293824927632049,"score_gpt":0.2421022262363682,"score_spread":0.2291639769600477,"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."}}