{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003830071,0.0005949232,0.0005913301,0.001516085,0.002214256,0.004853501,0.003069754,0.002005193,0.4472939],"category_scores_gemma":[0.009703961,0.0006209142,0.0008657187,0.00120506,0.001010715,0.005805328,0.01037992,0.00339694,0.1469409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00375878,"about_ca_system_score_gemma":0.01080913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00415882,"about_ca_topic_score_gemma":0.009500657,"domain_scores_codex":[0.9967752,0.0005281611,0.0002781085,0.000530491,0.001300978,0.0005871275],"domain_scores_gemma":[0.9839113,0.001514761,0.0007713948,0.001973955,0.005551231,0.006277337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007426962,0.0005040393,0.004764517,0.0003926658,0.00002444323,0.0008506219,0.0005304779,0.0004792925,0.001868502,0.005238294,0.7716786,0.2129258],"study_design_scores_gemma":[0.00016563,0.0002919775,0.00716197,0.0003035629,0.00001186543,0.00131814,0.0004807207,0.000662797,0.0007072912,0.002365055,0.9864733,0.00005767755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06290903,0.002252206,0.0154658,0.0423485,0.007519172,0.002663778,0.0135512,0.02263542,0.8306547],"genre_scores_gemma":[0.1426091,0.001910925,0.03331081,0.01939535,0.003380226,0.001822706,0.01451296,0.00447457,0.7785833],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4472939,"threshold_uncertainty_score":0.7883682,"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."}}