{"id":"W4386209434","doi":"10.1177/08465371231190807","title":"Canadian Association of Radiologists Musculoskeletal System Diagnostic Imaging Referral Guideline","year":2023,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Dartmouth General Hospital; North York General Hospital; McGill University Health Centre; Vancouver General Hospital; University of Regina","funders":"Canadian Medical Association","keywords":"Medicine; Guideline; Referral; Avascular necrosis; Grading (engineering); Context (archaeology); Orthopedic surgery; Physical therapy; Medical physics; Family medicine; Pathology; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007250765,0.00103145,0.00120393,0.008409987,0.00290099,0.002886276,0.004289312,0.003980755,0.01640567],"category_scores_gemma":[0.04082605,0.000721547,0.00183837,0.00816045,0.001152092,0.001497985,0.001779891,0.004177048,0.004782373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02917279,"about_ca_system_score_gemma":0.1355522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6971055,"about_ca_topic_score_gemma":0.8633597,"domain_scores_codex":[0.9880383,0.001967164,0.002216569,0.0006014302,0.006324871,0.0008516694],"domain_scores_gemma":[0.9489444,0.002846977,0.001766397,0.0004175944,0.04385492,0.002169589],"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":[0.00003103884,0.00003404492,0.00155666,0.005532354,0.00008248262,0.0002321152,0.0002743446,0.0002141255,0.0002400456,0.003481711,0.8938032,0.09451786],"study_design_scores_gemma":[0.0001330424,0.00003317131,0.007470101,0.02702331,0.0003376334,0.0005714368,0.0003882423,0.0002816117,0.0001709751,0.001908297,0.9616041,0.00007808976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.00338092,0.3535348,0.008582999,0.2823879,0.01326921,0.005631661,0.02784304,0.0008982871,0.3044711],"genre_scores_gemma":[0.05817305,0.5626063,0.1446478,0.09485616,0.004419275,0.005919314,0.05536328,0.0003075523,0.07370737],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3028945,"threshold_uncertainty_score":0.6093566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127137713921873,"score_gpt":0.2774197625453895,"score_spread":0.2647059911532022,"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."}}