{"id":"W1989376758","doi":"10.1109/iembs.2011.6091214","title":"Assessment of piano-related injuries using infrared imaging","year":2011,"lang":"en","type":"article","venue":"","topic":"Musicians’ Health and Performance","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Carleton University","funders":"","keywords":"Piano; Skin temperature; Significant difference; Sign (mathematics); Computer science; Physical medicine and rehabilitation; Task (project management); Biomedical engineering; Audiology; Acoustics; Medicine; Physics; Engineering; Mathematics; Internal medicine","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":[0.0009620305,0.0003762907,0.0003327587,0.002416953,0.0002669183,0.0003948881,0.0003159413,0.0004200767,0.001687323],"category_scores_gemma":[0.001891406,0.0001557891,0.0002469099,0.0006433554,0.0003774081,0.0003783594,0.0003479354,0.0003756957,0.0003092578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001354475,"about_ca_system_score_gemma":0.0001438423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007665246,"about_ca_topic_score_gemma":0.001045067,"domain_scores_codex":[0.9993808,0.0001733884,0.00005488074,0.00008782573,0.0002179225,0.00008515926],"domain_scores_gemma":[0.999195,0.000191275,0.0002562253,0.00003732558,0.0002329461,0.00008720304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002689008,0.000692635,0.7102198,0.0005115952,0.0002256406,0.001510339,0.001196983,0.0007989972,0.1774452,0.0002944753,0.0004857267,0.1039297],"study_design_scores_gemma":[0.00002312564,0.001503867,0.9705001,0.00004219156,0.0001064772,0.002963701,0.000790915,0.00257049,0.02059703,0.0001608916,0.0007094396,0.0000317763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855044,0.001009966,0.009278683,0.00004466569,0.000015265,0.0001159813,0.0001152149,0.00006265035,0.00385302],"genre_scores_gemma":[0.9914747,0.0006431722,0.006587337,0.00003833441,0.00002634623,0.00007890008,0.00009112732,0.00001008465,0.001049919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002416953,"threshold_uncertainty_score":0.005644619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04823652743669253,"score_gpt":0.3504782891852258,"score_spread":0.3022417617485332,"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."}}