{"id":"W2495044789","doi":"10.1007/978-3-540-68586-9","title":"Vitreo-retinal Surgery","year":2008,"lang":"en","type":"book","venue":"Essentials in ophthalmology/Essentials ophthalmology","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Ophthalmology; Retinal; Medicine; Optometry","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":[0.0002732982,0.001155053,0.0007271677,0.001368825,0.0008658655,0.001084604,0.0005666426,0.001173612,0.08978192],"category_scores_gemma":[0.0008098547,0.0004094742,0.0005699972,0.0005411792,0.0005623582,0.001315305,0.001329444,0.003828389,0.06083223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005588076,"about_ca_system_score_gemma":0.0008990891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001234454,"about_ca_topic_score_gemma":0.008934366,"domain_scores_codex":[0.9998017,0.00002186759,0.00001074694,0.00003065515,0.000114139,0.00002090743],"domain_scores_gemma":[0.9997368,0.00008505191,0.00001507813,0.0000330537,0.00006635313,0.00006357938],"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":[0.00001179763,0.00003947373,0.0001180114,0.0001474426,0.000005078985,0.0001944231,0.00005519155,0.0001460742,0.0004878763,0.01133693,0.763321,0.2241366],"study_design_scores_gemma":[0.000003582944,0.00001244576,0.0004010117,0.0001578259,0.000004247959,0.001063589,0.00001585554,0.00008006982,0.0001079077,0.004565205,0.9935834,0.00000478661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004867101,0.03464281,0.004751476,0.003478828,0.008907505,0.0000575853,0.0001790614,0.0005154827,0.9469806],"genre_scores_gemma":[0.002392533,0.01625107,0.003419752,0.003383832,0.003229742,0.00004429387,0.0001639134,0.0001407404,0.970974],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08978192,"threshold_uncertainty_score":0.3003504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04613293925243436,"score_gpt":0.3146713653067515,"score_spread":0.2685384260543171,"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."}}