{"id":"W4312185942","doi":"10.3928/23258160-20220920-02","title":"Comments on “Scleral Transillumination With Digital Heads-Up Display: A Novel Technique for Visualization During Vitrectomy Surgery”","year":2022,"lang":"en","type":"letter","venue":"Ophthalmic surgery, lasers & imaging retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Transillumination; Vitrectomy; Visualization; Computer science; Computer graphics (images); Ophthalmology; Medicine; Artificial intelligence; 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":[0.002825066,0.001264353,0.001366887,0.001013483,0.004818747,0.00433495,0.002815646,0.09872006,0.007447893],"category_scores_gemma":[0.01839709,0.001551557,0.001835215,0.0008992369,0.002916399,0.003279825,0.001912271,0.04221747,0.006985338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006232186,"about_ca_system_score_gemma":0.004452907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01015397,"about_ca_topic_score_gemma":0.02013168,"domain_scores_codex":[0.9965586,0.0005549971,0.0004785159,0.0005621531,0.001012789,0.000832946],"domain_scores_gemma":[0.9940531,0.002817102,0.0007081931,0.0002158014,0.001162465,0.00104335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001636132,0.00005050609,0.0009502253,0.00007348453,0.00002521311,0.01084723,0.0003396705,0.00009951696,0.0006954643,0.001700137,0.978377,0.006678011],"study_design_scores_gemma":[0.0002102842,0.0002308866,0.003932741,0.0003617207,0.0001046726,0.01065313,0.0009707342,0.0009240946,0.001073782,0.003780596,0.9776059,0.0001513693],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001606558,0.0009867798,0.000311043,0.9663023,0.02461229,0.00004819313,0.00007635394,0.0001042428,0.005952264],"genre_scores_gemma":[0.005541918,0.0005937035,0.0003914075,0.960664,0.02414151,0.0000619283,0.00002807854,0.00003584258,0.008541608],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09872006,"threshold_uncertainty_score":0.04521787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02181616924458327,"score_gpt":0.2703493202572066,"score_spread":0.2485331510126234,"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."}}