{"id":"W2061812839","doi":"10.1007/s12178-008-9040-5","title":"Snowboarding injuries: a review of the literature and an analysis of the potential use of portable ultrasound for mountainside diagnostics","year":2009,"lang":"en","type":"review","venue":"Current Reviews in Musculoskeletal Medicine","topic":"Winter Sports Injuries and Performance","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Sports medicine; Medicine; Athletes; Recreation; Medical diagnosis; Variety (cybernetics); Ultrasound; Physical therapy; Injury prevention; Poison control; Human factors and ergonomics; Medical emergency; Physical medicine and rehabilitation; Medical physics; Pathology; Computer science; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002014837,0.0006107273,0.006482437,0.0004486347,0.00006233704,0.000009624039,0.0005068902,0.0002180723,0.0000545336],"category_scores_gemma":[0.004149251,0.0002748437,0.002154498,0.002752919,0.0005587171,0.0001580385,0.0001357846,0.0007580857,1.552723e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008142464,"about_ca_system_score_gemma":0.0002227188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002846958,"about_ca_topic_score_gemma":0.00001802034,"domain_scores_codex":[0.9948662,0.0003948028,0.003307293,0.000513098,0.0006055878,0.0003130552],"domain_scores_gemma":[0.9944308,0.0005133734,0.002918505,0.001599096,0.0004155221,0.0001226718],"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":[0.00001575033,0.0001499156,0.001491327,0.4597282,0.0004208337,0.00000120532,0.0002049213,0.000001390118,0.000002105328,0.0001120386,0.002229979,0.5356423],"study_design_scores_gemma":[0.0002032177,0.0002363186,0.001352317,0.444282,0.01726245,0.00001488749,0.00001164067,0.00001238215,9.765571e-7,0.00001411416,0.536469,0.0001407004],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009965587,0.9933465,0.00004093119,0.0001508597,0.0007546989,0.004414622,0.0002684414,0.000005377193,0.00002199445],"genre_scores_gemma":[0.0003150571,0.9981738,0.0001608209,0.0002032199,0.0003916852,0.000133591,0.0005400486,0.00003317808,0.00004859219],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5355017,"threshold_uncertainty_score":0.9999704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04157132683110455,"score_gpt":0.3985930671615499,"score_spread":0.3570217403304454,"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."}}