{"id":"W4409027730","doi":"10.1093/jhps/hnaf011.183","title":"EP2.7 Joint instability of the Hip, Knee and Shoulder: Are they all made equal?","year":2025,"lang":"en","type":"article","venue":"Journal of Hip Preservation Surgery","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Joint (building); Joint instability; Instability; Knee Joint; Orthodontics; Physical medicine and rehabilitation; Surgery; Mechanics","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":[],"consensus_categories":[],"category_scores_codex":[0.001212894,0.0001227825,0.00047294,0.0001906389,0.00005940566,0.00001734458,0.00008131445,0.00009454309,0.0000663691],"category_scores_gemma":[0.001185296,0.00007313002,0.000266761,0.0002028353,0.00006981492,0.0002715964,0.00007668707,0.0002787634,5.798291e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008659119,"about_ca_system_score_gemma":0.0002529152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004097268,"about_ca_topic_score_gemma":0.00001273643,"domain_scores_codex":[0.9983261,0.0002005065,0.0007969546,0.0001261331,0.0004105469,0.0001397874],"domain_scores_gemma":[0.9979224,0.0006839788,0.0005957284,0.0003488256,0.0003727887,0.00007631708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006202085,0.000458805,0.9763803,0.0003110552,0.0005128896,0.00002420614,0.000575221,0.00002983937,0.005556224,0.0003951236,0.009459035,0.005677016],"study_design_scores_gemma":[0.0009086705,0.00009689368,0.9532316,0.0004250146,0.000448394,0.00004839656,0.0004283737,0.00004286281,0.03306874,0.005545647,0.005686406,0.00006903309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796416,0.001114081,0.0001591035,0.01784435,0.0004223764,0.0002472609,0.000007557064,0.000009562609,0.0005541541],"genre_scores_gemma":[0.9980393,0.0001722876,0.000123559,0.001100493,0.00007547091,0.000006364793,0.000002919712,0.000008372551,0.0004712219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02751251,"threshold_uncertainty_score":0.2982155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09361348212464345,"score_gpt":0.3294256355789532,"score_spread":0.2358121534543097,"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."}}