{"id":"W4318465311","doi":"10.1177/08465371231152151","title":"Recommendations for the Management of Incidental Musculoskeletal Findings on MRI and CT","year":2023,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Hip disorders and treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of British Columbia; Western University; University of Saskatchewan; University of Alberta; Dalhousie University; McMaster University; Oakville-Trafalgar Memorial Hospital","funders":"","keywords":"Medicine; Radiology; Magnetic resonance imaging; Pubic symphysis; Medical physics; Pelvis","routes":{"ca_aff":true,"ca_fund":false,"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":[0.006707274,0.001073882,0.001121521,0.005230573,0.002144873,0.002298173,0.004086134,0.008939801,0.01206456],"category_scores_gemma":[0.04139448,0.0007435314,0.002275358,0.00173835,0.001743886,0.002848237,0.002202238,0.009718196,0.006243611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0036799,"about_ca_system_score_gemma":0.01753307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05911296,"about_ca_topic_score_gemma":0.1162108,"domain_scores_codex":[0.9935835,0.002092656,0.001482476,0.0002718406,0.00200071,0.0005688042],"domain_scores_gemma":[0.9702421,0.005704226,0.001700871,0.0005766888,0.01831376,0.00346225],"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":[0.00006286541,0.0003969698,0.004807443,0.001123132,0.00004573892,0.003764577,0.0008866404,0.0010481,0.0005982163,0.00392182,0.7619088,0.2214356],"study_design_scores_gemma":[0.0003191316,0.0001467737,0.01359804,0.02096962,0.0002300583,0.009881071,0.00339382,0.001744707,0.0006100223,0.01960913,0.9292257,0.0002718825],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.004917882,0.05510514,0.0283079,0.8104191,0.0130642,0.002938392,0.001786233,0.001458664,0.08200244],"genre_scores_gemma":[0.04761304,0.1468883,0.4556049,0.2411696,0.02309153,0.007530367,0.007635389,0.0006559881,0.06981082],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.05911296,"threshold_uncertainty_score":0.1175378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02253133050214428,"score_gpt":0.3075291525736585,"score_spread":0.2849978220715143,"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."}}