{"id":"W4416221279","doi":"10.1302/1358-992x.2025.13.110","title":"MSK EXPANDED CENTRAL INTAKE","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Criminal Justice Association","funders":"","keywords":"Referral; Orthopedic surgery; Patient care; Scope (computer science); MEDLINE; Scope of practice; Service (business); Triage","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":[0.0003131675,0.0001786369,0.0002441477,0.000443978,0.0002020291,0.0001756398,0.0002748315,0.0001834634,0.0001195617],"category_scores_gemma":[0.0002331836,0.0001625508,0.00009150284,0.0009390688,0.00006876251,0.0005779848,0.0001852472,0.0002534898,0.0001609315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005520472,"about_ca_system_score_gemma":0.00005899877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000753272,"about_ca_topic_score_gemma":0.0001194624,"domain_scores_codex":[0.9985675,0.00000147075,0.0003457526,0.0003538472,0.0001923643,0.0005391288],"domain_scores_gemma":[0.9994848,0.000009480505,0.0001487728,0.0001234567,0.0002126508,0.00002086571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002598,0.00004738302,0.3286249,0.0007300344,0.00002913286,0.00001043937,0.00004896046,1.072178e-7,0.0004678866,0.5218655,0.04423147,0.1039182],"study_design_scores_gemma":[0.0006169364,0.0000102941,0.04118795,0.0001987075,0.00002743605,0.000006777927,0.0004889959,0.0002297579,0.00008769286,0.009820745,0.9471201,0.0002045505],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7754495,0.0002232853,0.0002596311,0.009232742,0.001357383,0.0004316423,0.000001029932,0.0008883707,0.2121565],"genre_scores_gemma":[0.9930575,0.00001557268,0.0000868596,0.004023995,0.001003735,0.00005832855,0.00000631046,0.00001930009,0.001728398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9028887,"threshold_uncertainty_score":0.6628629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043847855997318,"score_gpt":0.2325431720502702,"score_spread":0.222104693490297,"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."}}