{"id":"W4416227421","doi":"10.1302/1358-992x.2025.13.078","title":"EXTERNAL VALIDATION OF THE NORWEGIAN ANTERIOR CRUCIATE LIGAMENT RECONSTRUCTION REVISION PREDICTION MODEL USING PATIENTS FROM THE STABILITY 1 TRIAL","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Knee injuries and reconstruction techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Concordance; Anterior cruciate ligament reconstruction; Anterior cruciate ligament; Randomized controlled trial; Hamstring; Cohort; Norwegian; Prospective cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1298676,0.001160783,0.001889534,0.0007094913,0.0007360682,0.001668795,0.001562674,0.00124761,0.003365197],"category_scores_gemma":[0.1410067,0.0005446635,0.003661064,0.0006664873,0.001323216,0.0009911885,0.002389608,0.002084879,0.0009677999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00081101,"about_ca_system_score_gemma":0.002706825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002598573,"about_ca_topic_score_gemma":0.001828821,"domain_scores_codex":[0.9449775,0.04606655,0.00234892,0.003532844,0.002520753,0.0005534593],"domain_scores_gemma":[0.8349678,0.1272855,0.009923839,0.01847557,0.008183035,0.001164286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09231035,0.00228475,0.6566783,0.00140256,0.008979451,0.0004384266,0.001360152,0.1374818,0.001935236,0.004646296,0.01248325,0.07999942],"study_design_scores_gemma":[0.01520783,0.02443475,0.2454301,0.001457346,0.009226338,0.0009055415,0.0007971324,0.6650844,0.007094979,0.008216213,0.02177813,0.0003673135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610888,0.00189787,0.02762976,0.0005890341,0.0002657627,0.001203208,0.003762057,0.0001729481,0.003390448],"genre_scores_gemma":[0.9845882,0.0001819984,0.006759786,0.0002216513,0.00005223087,0.0009314241,0.006551806,0.00006538697,0.0006474796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1298676,"threshold_uncertainty_score":0.6868137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01702344731704193,"score_gpt":0.2674995348527576,"score_spread":0.2504760875357157,"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."}}