{"id":"W4245199602","doi":"10.1007/978-3-319-17208-8_11","title":"Vitreoretinal Endoscopy","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Vitreoretinal surgery; Endoscopy; Medicine; Endoscope; Surgery; Glaucoma; Ophthalmology; Foreign Bodies; Optometry; Retinal; Retinal detachment","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":[0.0002467692,0.0006762629,0.000363458,0.0011706,0.0005308894,0.001278062,0.0005040671,0.001222399,0.05908721],"category_scores_gemma":[0.0005435129,0.0002643097,0.0003968125,0.0005751915,0.0006341155,0.001759489,0.001330859,0.00241981,0.02281373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007736647,"about_ca_system_score_gemma":0.0008901317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001238967,"about_ca_topic_score_gemma":0.005417349,"domain_scores_codex":[0.999862,0.00001536403,0.000006578961,0.00002366763,0.00007913941,0.00001329996],"domain_scores_gemma":[0.9998919,0.00004181905,0.000006343003,0.00001433245,0.00002549319,0.00002013097],"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":[0.00001881647,0.0000327138,0.0001351497,0.0002851603,0.000006153521,0.0004224323,0.0001756015,0.0003786536,0.001349435,0.08472737,0.3769949,0.5354736],"study_design_scores_gemma":[0.000001499798,0.00000662196,0.0002039333,0.000182049,0.000002099474,0.000945563,0.00002961138,0.0001052662,0.0002263781,0.01063216,0.9876583,0.000006419595],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008294921,0.04105497,0.01246222,0.002545891,0.003653472,0.00003452435,0.0001619781,0.0003288901,0.9389285],"genre_scores_gemma":[0.004550726,0.02100826,0.005676393,0.001608386,0.0009981871,0.00002698006,0.0001840664,0.000117551,0.9658294],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05908721,"threshold_uncertainty_score":0.1976664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04308412460587936,"score_gpt":0.2800467423046516,"score_spread":0.2369626176987722,"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."}}