{"id":"W7011095785","doi":"","title":"Macular traction: pharmacological vitreolysis as a new therapeutical approach","year":2016,"lang":"it","type":"article","venue":"Electronic Theses and Dissertations Repository (University of Pisa)","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"EYE FOREIGN BODY; Public order; Medical unit","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001453604,0.0002267761,0.0004183804,0.000107628,0.00041434,0.00002494551,0.000152732,0.000179302,0.0007956785],"category_scores_gemma":[0.00005290815,0.000175832,0.0003299374,0.0002554057,0.0002840478,0.0002207547,0.00003738549,0.0002355735,0.00003537157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001220057,"about_ca_system_score_gemma":0.0006551868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005093198,"about_ca_topic_score_gemma":0.00001702055,"domain_scores_codex":[0.9984818,0.0001689442,0.0002099735,0.0004411946,0.0002681893,0.0004298847],"domain_scores_gemma":[0.9988107,0.0002799142,0.0001666723,0.0002203385,0.0001038246,0.0004185339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005068508,0.001970452,0.01007122,0.0001902732,0.003536727,0.0003784118,0.004500203,0.000012479,0.8654559,0.03823642,0.001239477,0.06933992],"study_design_scores_gemma":[0.0319366,0.01324744,0.3461661,0.00212409,0.03560087,0.006380182,0.1434578,0.006228467,0.1932361,0.01247081,0.2041413,0.005010347],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977158,0.003931969,0.00390954,0.003624416,0.0001185544,0.0003082155,0.000004634462,0.00005490149,0.01088982],"genre_scores_gemma":[0.9590247,0.001895278,0.0001979029,0.00006741795,0.0001243084,0.000001236462,0.00001033438,0.00001576436,0.03866307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6722199,"threshold_uncertainty_score":0.8712121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318821610081579,"score_gpt":0.2469319371985452,"score_spread":0.2337437210977294,"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."}}