{"id":"W1039869463","doi":"","title":"An Apparent Imaging Artifact Occurring At The Edge Of A Contact Lens When Imaged With Oct; The Underlying Tissue Appears Erroneously Discontinuous","year":2011,"lang":"en","type":"article","venue":"","topic":"Advanced X-ray and CT Imaging","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Artifact (error); Contact lens; Optics; Anatomy; Computer vision; Physics; Medicine; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002453431,0.0003043205,0.0002796288,0.00005570895,0.0003005555,0.0000669071,0.0004117482,0.00002923888,0.000210535],"category_scores_gemma":[0.00001209034,0.0001718024,0.00006951735,0.0001198352,0.0001719882,0.0005767626,0.00008565433,0.0003165793,0.00003214633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008126038,"about_ca_system_score_gemma":0.00001849375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003189905,"about_ca_topic_score_gemma":0.0005816366,"domain_scores_codex":[0.9985802,0.00006267979,0.0003326074,0.0002827518,0.0002234468,0.0005183468],"domain_scores_gemma":[0.9990236,0.00009186804,0.00009851863,0.0006598948,0.00004495924,0.00008114562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005203571,0.0004293574,0.0617144,0.0004887887,0.0008644626,0.0003287465,0.09483051,0.05364039,0.5914019,0.003405495,0.001343633,0.191032],"study_design_scores_gemma":[0.006044042,0.001046148,0.08267852,0.001586392,0.001083622,0.001365736,0.1087209,0.1753339,0.5925764,0.003850555,0.02057559,0.005138218],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7732804,0.001042396,0.2039315,0.0001359222,0.0002293539,0.0006958488,0.000014229,0.0005321211,0.02013824],"genre_scores_gemma":[0.9975928,0.00001468713,0.001977212,0.0001239686,0.00003999089,0.00003305143,0.000005451484,0.00007028046,0.0001425321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2243124,"threshold_uncertainty_score":0.7005898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02848548848650769,"score_gpt":0.2421232469724495,"score_spread":0.2136377584859418,"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."}}