{"id":"W4242052378","doi":"10.1503/cmaj.140579","title":"Eyelid ptosis","year":2015,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"","keywords":"Eyelid; Ptosis; Eyelid Diseases; Medicine; Margin (machine learning); Ophthalmology; Surgery; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000179395,0.0008329183,0.00067689,0.001043386,0.0008378644,0.0009738383,0.0004324105,0.00108851,0.04695144],"category_scores_gemma":[0.001559254,0.0002091884,0.000488748,0.0006389758,0.0004109367,0.0009138968,0.0007640629,0.001303697,0.01187666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005628217,"about_ca_system_score_gemma":0.0005894329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003494964,"about_ca_topic_score_gemma":0.003731621,"domain_scores_codex":[0.9995869,0.00002254485,0.00002239132,0.00006274683,0.0002230359,0.00008242348],"domain_scores_gemma":[0.999689,0.00004297706,0.00007770311,0.00004591274,0.00007569919,0.00006872051],"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":[0.000625401,0.0004380892,0.04868757,0.001208556,0.0001632802,0.1784199,0.0005411997,0.0006916892,0.06079448,0.01038803,0.1514499,0.5465919],"study_design_scores_gemma":[0.00005280649,0.0002616621,0.06384296,0.000716757,0.0000626226,0.7899151,0.0003542229,0.0005549106,0.006424797,0.002536446,0.1352068,0.00007093134],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1924398,0.0339429,0.02377577,0.004708482,0.001659883,0.0005035463,0.0042486,0.003546889,0.7351742],"genre_scores_gemma":[0.8247708,0.00972484,0.003742708,0.003968915,0.0003822706,0.0000646933,0.001551098,0.0004072041,0.1553874],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04695144,"threshold_uncertainty_score":0.1570683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01912434541894372,"score_gpt":0.2798720514687476,"score_spread":0.2607477060498039,"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."}}