{"id":"W4284711790","doi":"10.3389/fmed.2022.868474","title":"Acute Ankle Sprain Management: An Umbrella Review of Systematic Reviews","year":2022,"lang":"en","type":"review","venue":"Frontiers in Medicine","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Dipartimento di Medicina e Chirurgia, Università degli Studi di Milano-Bicocca; Università degli Studi di Milano-Bicocca; Radford University; McGill University","keywords":"Medicine; Ankle sprain; Cochrane Library; Ankle; Systematic review; Physical therapy; MEDLINE; Scopus; Evidence-based medicine; Alternative medicine; Randomized controlled trial; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006732923,0.0007401428,0.0135861,0.001164345,0.00005337654,0.000005028689,0.0006470713,0.0002236009,0.001459956],"category_scores_gemma":[0.00109799,0.0004898635,0.0009728739,0.001983872,0.0002105859,0.00007431307,0.0001683936,0.0009034257,0.00003389494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000326617,"about_ca_system_score_gemma":0.0001730621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009432113,"about_ca_topic_score_gemma":8.125016e-7,"domain_scores_codex":[0.9925359,0.001522837,0.003709415,0.000741927,0.001004245,0.0004856593],"domain_scores_gemma":[0.9959512,0.0002386261,0.001751276,0.001741175,0.00005608303,0.0002616048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009009808,0.00006515575,0.000003922014,0.5340139,0.0003847804,0.0003399825,0.00003280653,5.267794e-9,3.231641e-8,0.00002468616,0.14296,0.3221657],"study_design_scores_gemma":[0.0003227513,0.000157563,4.513766e-7,0.4819858,0.006955586,0.0001261038,0.00007153215,0.000001948566,2.206567e-8,0.00001395174,0.5101824,0.0001819515],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[9.394782e-8,0.9758908,0.00009792183,0.0002032611,0.002590479,0.00957835,0.000024185,0.00004634628,0.01156859],"genre_scores_gemma":[3.818224e-8,0.9891473,0.002020429,0.001339663,0.0003696065,0.001259293,0.000957627,0.0001120725,0.004793977],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3672223,"threshold_uncertainty_score":0.9997553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1252884063301026,"score_gpt":0.390551845059191,"score_spread":0.2652634387290884,"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."}}