{"id":"W4413957421","doi":"10.1177/24741264251367120","title":"Carbon Footprint of Pars Plana Vitrectomy, Pneumatic Retinopexy, and Scleral Buckle Procedures for Rhegmatogenous Retinal Detachment Repair","year":2025,"lang":"en","type":"article","venue":"Journal of VitreoRetinal Diseases","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta","funders":"","keywords":"Pars plana; Scleral buckle; Vitrectomy; Retinal detachment; Ophthalmology; Scleral buckling; Medicine; Retinal; 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":[0.0005896984,0.000548526,0.0001506911,0.001351179,0.0002735941,0.0005214546,0.0003785161,0.0003991199,0.001615635],"category_scores_gemma":[0.001651386,0.0001725707,0.000726211,0.0009262908,0.0002426563,0.0004143033,0.0004591428,0.0002166498,0.000238657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001790036,"about_ca_system_score_gemma":0.001137376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01321339,"about_ca_topic_score_gemma":0.02380906,"domain_scores_codex":[0.9992374,0.0001780935,0.00004519939,0.0001008012,0.0003354703,0.0001031527],"domain_scores_gemma":[0.9977604,0.0007132732,0.0008415998,0.00008246581,0.0004621778,0.0001400358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001671961,0.0003167044,0.8132496,0.0007506058,0.0005480855,0.0006844182,0.0002451284,0.04276646,0.02709201,0.0007017676,0.001079104,0.1108941],"study_design_scores_gemma":[0.00001273301,0.0006248109,0.9716018,0.0001075619,0.0001268692,0.0004864243,0.000355135,0.009137883,0.01235155,0.0003839257,0.004772536,0.00003874292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990164,0.001734594,0.002149108,0.000166365,0.00001974821,0.00006225488,0.002924154,0.00003240558,0.00274747],"genre_scores_gemma":[0.9949662,0.0008200309,0.001374012,0.00004244099,0.00001175578,0.00005499484,0.001744255,0.00001842276,0.0009678428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01321339,"threshold_uncertainty_score":0.02627295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008651102817195173,"score_gpt":0.2754948252692813,"score_spread":0.2668437224520862,"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."}}