{"id":"W1518108782","doi":"10.1016/j.ohc.2006.07.002","title":"10.1016/j.ohc.2006.07.002","year":2000,"lang":"en","type":"review","venue":"Time to knit","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Vitrectomy; Pars plana; Cataract surgery; Ophthalmology; Posterior segment of eyeball; Retinal detachment; Phacoemulsification; Surgery; Lens (geology); Visual acuity; Retinal","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002551225,0.0004901591,0.00209582,0.0002860937,0.00004963829,0.00002837691,0.0002053749,0.0003263191,0.9962224],"category_scores_gemma":[0.00009417089,0.0003643458,0.000870727,0.0003779923,0.00004184147,0.00003119261,0.00007475188,0.0004486231,0.998518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008788513,"about_ca_system_score_gemma":0.0002739267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001296502,"about_ca_topic_score_gemma":2.129457e-8,"domain_scores_codex":[0.9980252,0.000104772,0.0005754436,0.0004870527,0.0003675577,0.0004399403],"domain_scores_gemma":[0.9986443,0.0001170453,0.0001369608,0.0006463118,0.00006089918,0.0003944747],"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":[0.0000234936,0.00004068653,2.862858e-9,0.002767675,0.00009469736,0.0001449604,9.920533e-7,5.014969e-8,3.817492e-8,1.2999e-7,0.3483693,0.648558],"study_design_scores_gemma":[0.0001290179,0.0001512196,2.044343e-7,0.009852082,0.001226521,0.0004457489,1.09234e-7,8.264932e-7,2.699853e-7,6.158303e-7,0.9878195,0.000373872],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[2.260555e-8,0.4954657,1.098319e-7,0.00003548857,0.000003126675,0.000427802,0.00002833685,0.00007912629,0.5039603],"genre_scores_gemma":[7.303796e-10,0.3366393,0.00002999545,0.00004067019,0.0004609072,0.00006680891,0.0002341454,0.00007644563,0.6624518],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6481841,"threshold_uncertainty_score":0.9998809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02339302907398079,"score_gpt":0.2535026687264584,"score_spread":0.2301096396524777,"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."}}