{"id":"W2773035345","doi":"10.1053/j.tvir.2017.12.005","title":"The Eyes Have It","year":2017,"lang":"en","type":"review","venue":"Techniques in vascular and interventional radiology","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cataracts; Medicine; Medical physics; Vulnerability (computing); Optometry; Ophthalmology; Computer science; Computer security","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":[0.000999434,0.0008526292,0.0009654316,0.00167375,0.0008567979,0.003283947,0.0007917209,0.002882461,0.02066272],"category_scores_gemma":[0.00303628,0.0002868401,0.0008544978,0.001660688,0.002733112,0.004776963,0.00190369,0.004090734,0.007000295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006441268,"about_ca_system_score_gemma":0.001811136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001664309,"about_ca_topic_score_gemma":0.002922827,"domain_scores_codex":[0.9992004,0.000153017,0.0001079273,0.0001649481,0.0002866254,0.00008718488],"domain_scores_gemma":[0.9989004,0.0004862166,0.0001853562,0.0001234864,0.000242465,0.00006197925],"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":[0.00008214449,0.00003706538,0.0006837647,0.005831996,0.0001053551,0.0009716657,0.0004578503,0.0001096742,0.001213689,0.02154943,0.1186737,0.8502837],"study_design_scores_gemma":[0.00001370112,0.00002929254,0.0007116456,0.002708484,0.00007040197,0.006125678,0.0002668522,0.00002023719,0.0003514599,0.003887914,0.9857926,0.00002175274],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007171835,0.9641011,0.001166143,0.007016767,0.00340034,0.00001536089,0.00007875812,0.00006809027,0.02343623],"genre_scores_gemma":[0.01631347,0.9385711,0.002498274,0.01638013,0.004884872,0.0000291335,0.000161389,0.00006396152,0.02109767],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02066272,"threshold_uncertainty_score":0.06912369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08968895275188911,"score_gpt":0.4446274173768948,"score_spread":0.3549384646250057,"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."}}