{"id":"W2325346223","doi":"10.1097/iae.0b013e31820d3ef1","title":"Modified 20-Gauge Transconjunctival Pars Plana Vitrectomy","year":2011,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Notre-Dame","funders":"","keywords":"Pars plana; George (robot); Vitrectomy; Ophthalmology; Medicine; Art; Art history; Visual acuity","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":[0.0003829963,0.0004183697,0.0004339054,0.0006280254,0.0003443274,0.0004481045,0.0005623094,0.001379316,0.00620459],"category_scores_gemma":[0.0007362809,0.0001282552,0.0005763653,0.0002720099,0.000315482,0.0005081529,0.0003551405,0.001225092,0.001244175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003950626,"about_ca_system_score_gemma":0.0004723712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001212791,"about_ca_topic_score_gemma":0.004487561,"domain_scores_codex":[0.9996974,0.0000351401,0.00003392027,0.00007358578,0.0001225132,0.00003737929],"domain_scores_gemma":[0.9997664,0.00006490414,0.00003327785,0.000041633,0.0000326123,0.00006119865],"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":[0.001808262,0.00105126,0.01947719,0.0004958547,0.0003084872,0.09711672,0.0002220833,0.0004809152,0.06216605,0.004812095,0.1523568,0.6597043],"study_design_scores_gemma":[0.0009594322,0.002074916,0.1282098,0.0002548175,0.0003033036,0.5053686,0.0001605205,0.003056043,0.01290653,0.00296052,0.3434494,0.0002961363],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5997662,0.0437452,0.04766788,0.06883503,0.05223209,0.001063085,0.0020493,0.002524299,0.1821169],"genre_scores_gemma":[0.7492552,0.01801414,0.05351441,0.02733718,0.02124384,0.0002870811,0.001202644,0.0002536821,0.1288918],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.00620459,"threshold_uncertainty_score":0.02075636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05525631220956262,"score_gpt":0.2469154454420173,"score_spread":0.1916591332324546,"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."}}