{"id":"W4210754305","doi":"10.1097/icb.0000000000001260","title":"UTILIZATION OF PREOPERATIVE MIDPERIPHERAL OPTICAL COHERENCE TOMOGRAPHY FOR TAILORED SURGICAL MANAGEMENT OF PROLIFERATIVE VITREORETINOPATHY","year":2022,"lang":"en","type":"article","venue":"Retinal Cases & Brief Reports","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"START Clinic; Dalhousie University","funders":"","keywords":"Proliferative vitreoretinopathy; Medicine; Optical coherence tomography; Vitrectomy; Retinal detachment; Visual acuity; Ophthalmology; Retinal; Retina; Surgery; Optics","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":[0.0003051211,0.0003593433,0.0001781148,0.0007695419,0.0003405336,0.0005975298,0.0002345892,0.0006336886,0.0009429254],"category_scores_gemma":[0.002090283,0.0001764387,0.0001732928,0.0002180763,0.000407283,0.000478619,0.0003392507,0.000624141,0.0002472362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001720648,"about_ca_system_score_gemma":0.0005147029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003479029,"about_ca_topic_score_gemma":0.0007135665,"domain_scores_codex":[0.9997948,0.00005664511,0.00003167711,0.00002180866,0.00004540169,0.00004969159],"domain_scores_gemma":[0.9993135,0.0002590894,0.0001767763,0.00007549408,0.00008317769,0.00009206878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0004175547,0.0002079726,0.3574327,0.0002781175,0.0000468583,0.4177736,0.0006749671,0.0007027774,0.07520068,0.000720004,0.001603333,0.1449414],"study_design_scores_gemma":[0.00002423768,0.0003867507,0.1231271,0.0002015784,0.00007838427,0.8541265,0.0007593957,0.001878612,0.01364897,0.0006017133,0.005132865,0.00003404518],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671587,0.01099007,0.008128438,0.002119287,0.000136575,0.00005835424,0.00004499738,0.0001527419,0.01121084],"genre_scores_gemma":[0.994779,0.001811391,0.00266208,0.0002369822,0.0002029916,0.000007188211,0.0000314221,0.000008643327,0.0002603375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009429254,"threshold_uncertainty_score":0.003154337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0284317124180155,"score_gpt":0.2978140725649455,"score_spread":0.26938236014693,"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."}}