{"id":"W7101390692","doi":"10.1016/j.jsams.2025.07.105","title":"MonitOring The Influence Of care in people with kNee osteoarthritis (MOTION) study: Access and referral to first-line care and its association with surgery rates","year":2025,"lang":"en","type":"article","venue":"Journal of science and medicine in sport","topic":"Cybersecurity and Information Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Referral; Osteoarthritis; Association (psychology); MEDLINE","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":[0.001508177,0.00006094556,0.0002348007,0.0004184016,0.0001244328,0.00007461921,0.0002013575,0.00001998198,2.551558e-7],"category_scores_gemma":[0.0002115232,0.00003520507,0.000005875201,0.001358728,0.0001068109,0.00167798,0.00006459884,0.0001251522,3.6038e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008975316,"about_ca_system_score_gemma":0.0002532052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002836635,"about_ca_topic_score_gemma":0.001329489,"domain_scores_codex":[0.9988527,0.00001502469,0.0003702665,0.000108981,0.0005436036,0.0001093954],"domain_scores_gemma":[0.99874,0.000106971,0.0002661723,0.0000816482,0.0007486751,0.0000565428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002862297,0.000007349054,0.951305,0.00005150767,0.00000216723,0.000007540253,0.04094031,0.00026909,0.00001474778,0.00003403122,0.000004474453,0.007335117],"study_design_scores_gemma":[0.0006343697,0.000627055,0.965113,0.001301788,0.000005553591,0.000031491,0.03192325,0.00004618998,0.0002003475,0.000006162969,0.00007117014,0.00003961806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979044,0.0006295805,0.00003114304,0.001010881,0.0001274659,0.0002010779,3.249891e-7,0.000002281052,0.00009289634],"genre_scores_gemma":[0.9996616,0.0001927367,0.00003411909,0.00007294817,0.00002706155,0.000004656165,9.660136e-8,9.353329e-7,0.000005840362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01380797,"threshold_uncertainty_score":0.1435621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01336118228683925,"score_gpt":0.290587967388597,"score_spread":0.2772267851017577,"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."}}