{"id":"W3093387785","doi":"10.1111/vsu.13529","title":"Diagnostic needle arthroscopy of the scapulohumeral joint in standing sedated horses","year":2020,"lang":"en","type":"article","venue":"Veterinary Surgery","topic":"Veterinary Equine Medical Research","field":"Veterinary","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Arthroscopy; Shoulder joint; Stifle joint; Surgery; Joint (building); Glenoid cavity; Orthodontics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000892793,0.0003391575,0.0007367023,0.0002658096,0.0001242359,0.00004528655,0.0005128904,0.0001453353,0.001336142],"category_scores_gemma":[0.004590529,0.0002673134,0.0003266234,0.001274059,0.0003691214,0.0003292893,0.0008765945,0.0005975032,0.0001322693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001176744,"about_ca_system_score_gemma":0.0002261132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001787455,"about_ca_topic_score_gemma":0.00000344849,"domain_scores_codex":[0.9961478,0.0007334127,0.0009478189,0.0005543394,0.0008265792,0.0007901071],"domain_scores_gemma":[0.9968527,0.001902241,0.000222989,0.000619543,0.0000743497,0.0003281784],"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":[0.004297443,0.0007402169,0.1847338,0.001618915,0.0001485171,0.01212004,0.002880967,0.0000873321,0.7692197,0.00009355272,0.01655822,0.007501328],"study_design_scores_gemma":[0.004169703,0.02039413,0.88574,0.005054198,0.0001053294,0.003601698,0.002695294,0.008683983,0.02514798,0.0005279584,0.04113499,0.002744763],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952347,0.0003938186,0.00007502975,0.002392066,0.0006683224,0.0004960889,0.00006780508,0.0001105034,0.0005616169],"genre_scores_gemma":[0.9988492,0.0001417202,0.0001295109,0.0004682729,0.000202791,0.00006954227,0.00002168349,0.00006799636,0.00004934685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7440717,"threshold_uncertainty_score":0.9999779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2606446641487905,"score_gpt":0.3654291779546406,"score_spread":0.1047845138058501,"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."}}