{"id":"W2585998247","doi":"10.1007/s40135-017-0122-7","title":"Twenty-Seven-Gauge Vitrectomy","year":2017,"lang":"en","type":"article","venue":"Current Ophthalmology Reports","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Gauge (firearms); Vitrectomy; Ophthalmology; Optometry; Archaeology; Geography","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":[0.0007119536,0.0009546102,0.0007089535,0.001286678,0.001302535,0.0008301709,0.0007289342,0.0006619116,0.004441266],"category_scores_gemma":[0.0012964,0.0002627657,0.001083314,0.0005042992,0.0006976497,0.0004408947,0.001203488,0.0007771723,0.001456896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006416833,"about_ca_system_score_gemma":0.001145354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009563031,"about_ca_topic_score_gemma":0.003573571,"domain_scores_codex":[0.9991793,0.00006706009,0.00009908948,0.0002309959,0.0001920587,0.0002315652],"domain_scores_gemma":[0.9991774,0.0001394791,0.0001046912,0.0001422188,0.000102495,0.0003337704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004928397,0.004712609,0.4248568,0.0005198607,0.0009009693,0.06455657,0.001552569,0.001264378,0.08178182,0.001528893,0.007439329,0.4059578],"study_design_scores_gemma":[0.0004768721,0.01675746,0.7697127,0.0002915597,0.0005454382,0.1300706,0.002139687,0.001910698,0.02310809,0.001239916,0.05333091,0.000416106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803996,0.003088635,0.004409203,0.0005129167,0.0005641034,0.0002962595,0.0006330798,0.0003145916,0.009781492],"genre_scores_gemma":[0.9852214,0.001645039,0.003679316,0.0007172181,0.0003925457,0.0001238139,0.0008045264,0.00004747347,0.007368643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004441266,"threshold_uncertainty_score":0.01485747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06078394491503311,"score_gpt":0.3761625117966138,"score_spread":0.3153785668815806,"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."}}