{"id":"W4321461085","doi":"10.22605/rrh8098","title":"Effectiveness of a rapid access musculoskeletal service in rural primary care","year":2023,"lang":"en","type":"article","venue":"Rural and Remote Health","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audit; Referral; Medicine; Service (business); Nursing; Session (web analytics); Workload; Physical therapy; Family medicine","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":[0.004217654,0.0003646867,0.0003358275,0.0007637121,0.001385027,0.001191726,0.0008150777,0.001227974,0.0081995],"category_scores_gemma":[0.01260932,0.0003502818,0.0005973968,0.0006161495,0.0007842769,0.001046598,0.003039469,0.0006944399,0.0003544451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003430559,"about_ca_system_score_gemma":0.01009936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.041256,"about_ca_topic_score_gemma":0.0647072,"domain_scores_codex":[0.9949237,0.00256824,0.0002107519,0.0002937998,0.001010655,0.0009929121],"domain_scores_gemma":[0.9869805,0.003141085,0.001187577,0.0003378463,0.001024689,0.007328284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01769947,0.03851852,0.3645404,0.006723044,0.0005464246,0.003474997,0.01029543,0.005234941,0.004081448,0.001274968,0.01330035,0.5343099],"study_design_scores_gemma":[0.007401759,0.09758377,0.8670576,0.00142782,0.0002870882,0.001738682,0.009731753,0.002867764,0.0004328844,0.0004486132,0.01092487,0.00009736677],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987919,0.0008715398,0.0001754393,0.00265604,0.00009416904,0.001144072,0.0002228973,0.00006755396,0.006849339],"genre_scores_gemma":[0.9969541,0.0003995997,0.0006932497,0.0006993716,0.0001012854,0.0003286453,0.0001255343,0.000005579723,0.0006928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.041256,"threshold_uncertainty_score":0.08203173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122445118792013,"score_gpt":0.3215924623790089,"score_spread":0.3103680111910888,"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."}}