{"id":"W2748315869","doi":"","title":"Does warming up influence performance and surgical outcome in epiretinal membrane peeling","year":2017,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Epiretinal membrane; Outcome (game theory); Warming up; Medicine; Environmental science; Ophthalmology; Physical therapy; Vitrectomy; Economics; Visual acuity","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001901369,0.0002195428,0.0004694109,0.0001717138,0.0007523163,0.00009596584,0.0003728756,0.0001062602,0.00003943272],"category_scores_gemma":[0.002232456,0.0001371685,0.00005159213,0.0002674235,0.007162318,0.0006912795,0.0003895282,0.0004351471,0.00001985498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006783388,"about_ca_system_score_gemma":0.0002650295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002836977,"about_ca_topic_score_gemma":0.0000028821,"domain_scores_codex":[0.9977812,0.00008958714,0.0004131068,0.0006613788,0.0004647664,0.0005899174],"domain_scores_gemma":[0.9986856,0.0001764604,0.0002298921,0.0003397091,0.0001805269,0.0003878158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008210095,0.00002809312,0.8396952,0.00006116115,0.000004204587,0.001047602,0.0002989768,0.000004281756,0.1581267,0.00005039155,6.015627e-7,0.0006007114],"study_design_scores_gemma":[0.0005409095,0.0002333514,0.8843671,0.0002555586,0.00001325827,0.001759693,0.00009659657,0.0009709144,0.1112182,0.000283679,0.00007551888,0.0001852197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996171,0.0000304104,2.413297e-7,0.001693591,0.0003408548,0.0002175515,0.000001261929,0.0000221105,0.001522999],"genre_scores_gemma":[0.9986406,0.00002560577,0.0003936841,0.0001576794,0.00007138103,0.00001940186,0.000001211461,0.00001052129,0.0006799433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04690851,"threshold_uncertainty_score":0.9955396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05302216136173397,"score_gpt":0.3753871040059187,"score_spread":0.3223649426441847,"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."}}