{"id":"W6977860022","doi":"10.6084/m9.figshare.22678299.v1","title":"Additional file 1 of mEYEstro software: an automatic tool for standardized refractive surgery outcomes reporting","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Electromagnetic Scattering and Analysis","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"MEDLINE; Data collection; Refractive surgery; Window (computing)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002101005,0.001354396,0.001249675,0.003202101,0.0006963325,0.001894196,0.002058877,0.001611906,0.5415376],"category_scores_gemma":[0.02436145,0.0006657303,0.001291049,0.004804729,0.0003427714,0.001440353,0.00153314,0.001316444,0.1238732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001418657,"about_ca_system_score_gemma":0.00238249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01260281,"about_ca_topic_score_gemma":0.02195843,"domain_scores_codex":[0.9985946,0.0002398766,0.000330083,0.0003906722,0.0002577368,0.0001870005],"domain_scores_gemma":[0.9848289,0.009313481,0.001464029,0.001304505,0.002604464,0.0004846886],"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":[0.0001538369,0.00003479107,0.002222641,0.001254021,0.00004406955,0.00002145297,0.0000251786,0.0002384075,0.00004544631,0.0004507185,0.9914685,0.00404098],"study_design_scores_gemma":[0.001819402,0.00009189455,0.02367393,0.002338229,0.0001866787,0.0002305745,0.0001937123,0.0008065429,0.0005570251,0.006840796,0.9631525,0.000108738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007143714,0.00001457209,0.00008549255,0.00003128373,0.000008320197,0.00002229162,0.9992635,0.0001119834,0.000391188],"genre_scores_gemma":[0.001688231,0.00006762193,0.001072404,0.0001664321,0.00003136006,0.0006319697,0.9936067,0.0003149975,0.002420251],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5415376,"threshold_uncertainty_score":0.6539409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03507613579452269,"score_gpt":0.3025619375469712,"score_spread":0.2674858017524485,"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."}}