{"id":"W4404871681","doi":"10.1148/rg.240060","title":"US of Acute Tendon Tears","year":2024,"lang":"en","type":"review","venue":"Radiographics","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Hamilton General Hospital","funders":"","keywords":"Medicine; Tears; Tendon; Selection (genetic algorithm); Intensive care medicine; Radiology; Medical physics; Surgery; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.0009611968,0.001174859,0.00228854,0.005650818,0.00029255,0.001220148,0.001143693,0.001129519,0.003665497],"category_scores_gemma":[0.002107711,0.0004316657,0.0009123872,0.003612709,0.0007271435,0.001629313,0.001010453,0.001534249,0.001739239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005158441,"about_ca_system_score_gemma":0.00118161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002181427,"about_ca_topic_score_gemma":0.003117865,"domain_scores_codex":[0.9995745,0.00006980723,0.00009590844,0.00006511249,0.0001618726,0.00003288635],"domain_scores_gemma":[0.9990238,0.0005217472,0.000146171,0.0000275103,0.0002400511,0.00004077804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000610154,0.00003115809,0.0003197666,0.0302775,0.0001572272,0.0002695101,0.00006918159,0.0001687613,0.0007473201,0.0008410354,0.02518682,0.9418707],"study_design_scores_gemma":[0.00005276848,0.0001776888,0.005408052,0.04395143,0.0006940005,0.009986185,0.0003045119,0.0001830922,0.0008266235,0.002440198,0.9359145,0.00006113579],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005604787,0.9994561,0.00003848013,0.00007828019,0.00009326381,0.000002155905,0.000006139505,0.000002647813,0.0002669469],"genre_scores_gemma":[0.0003528638,0.9992585,0.00006081686,0.00008410867,0.00009452923,0.000002279148,0.00001330476,8.389358e-7,0.0001328269],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005650818,"threshold_uncertainty_score":0.01226234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0319285817583925,"score_gpt":0.3545987905818606,"score_spread":0.3226702088234681,"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."}}