{"id":"W1535858657","doi":"","title":"How use of a shunt device may augment deep sclerectomy","year":2013,"lang":"en","type":"article","venue":"Ophthalmology Times eReport","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Shunt (medical); Augment; Glaucoma; Ophthalmology; Open angle glaucoma; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003536,0.0003333833,0.000186909,0.0006881715,0.0003480935,0.0007242578,0.0003010434,0.0007021467,0.002921478],"category_scores_gemma":[0.001257591,0.0001271764,0.0004927957,0.0001867932,0.0004435551,0.0009687038,0.0003516797,0.0004506091,0.0006802774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002341492,"about_ca_system_score_gemma":0.0004870331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001721441,"about_ca_topic_score_gemma":0.002771459,"domain_scores_codex":[0.9997749,0.00003985341,0.00002978871,0.0000328123,0.00006800079,0.00005457345],"domain_scores_gemma":[0.9996827,0.000122854,0.00005859336,0.00004339622,0.00003365902,0.00005888252],"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":[0.002824224,0.001820025,0.0350857,0.0008577892,0.0002197911,0.008644588,0.000512935,0.002428936,0.1842727,0.005483872,0.009595452,0.7482539],"study_design_scores_gemma":[0.001753473,0.02361411,0.3018132,0.00160083,0.001734991,0.1324626,0.002219805,0.02349266,0.2612067,0.0235434,0.2261333,0.0004249404],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8664169,0.01187937,0.04698383,0.01575666,0.00215588,0.0002385333,0.0002241582,0.00173449,0.05461011],"genre_scores_gemma":[0.9743352,0.003455305,0.01740641,0.0007317318,0.0006414668,0.00003234555,0.00004684416,0.00005942136,0.003291266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002921478,"threshold_uncertainty_score":0.009773374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03363689705186063,"score_gpt":0.2802671772759838,"score_spread":0.2466302802241231,"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."}}