{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000412023,0.0002109677,0.0004882227,0.00009629902,0.0002951063,0.00003926041,0.0001304476,0.0001317529,0.0006702499],"category_scores_gemma":[0.000554038,0.0001728164,0.0002687909,0.00004609238,0.0002309189,0.0001067095,0.0001746496,0.0003223199,0.000125522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003448137,"about_ca_system_score_gemma":0.0001418369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003224359,"about_ca_topic_score_gemma":2.889826e-7,"domain_scores_codex":[0.9983765,0.00004362407,0.0004351849,0.0004982681,0.0002544217,0.0003920377],"domain_scores_gemma":[0.9978573,0.00003398049,0.0004838665,0.001256285,0.0001231398,0.0002453936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008311056,0.0003258761,0.9231567,0.000128287,0.00007724379,0.05790979,0.00002370797,1.353479e-7,0.001400447,0.0001114499,0.004619421,0.01216381],"study_design_scores_gemma":[0.0004221968,0.000126039,0.7072256,0.0001822528,0.0001314723,0.173014,0.000007708408,0.000005940729,0.001656703,0.001221127,0.1157723,0.0002346457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572598,0.001727168,0.00001206496,0.0006355227,0.005235575,0.0002924667,0.000003080885,0.00006187384,0.03477247],"genre_scores_gemma":[0.994058,0.00006400437,0.0001009454,0.00003774229,0.0004659618,0.00004358862,0.00005971515,0.00002572012,0.005144359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2159311,"threshold_uncertainty_score":0.7338766,"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."}}