{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001712651,0.000075909,0.0001901473,0.0001016691,0.00004545316,0.000002883795,0.00004083887,0.00003877066,0.001921347],"category_scores_gemma":[0.00001447225,0.00006071919,0.00003525051,0.0001540627,0.00005603072,0.0001010267,0.00002143465,0.0001189675,0.000009533851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000328386,"about_ca_system_score_gemma":0.0002373994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003727415,"about_ca_topic_score_gemma":0.000006554028,"domain_scores_codex":[0.9992523,0.00001483103,0.0003093517,0.0001020717,0.0001358482,0.0001855992],"domain_scores_gemma":[0.9995298,0.00001200984,0.00009163683,0.0001849201,0.00008298013,0.00009869088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006544092,0.0001095973,0.9837803,0.0003447961,0.00003040376,0.000008141617,0.001167073,0.000002104362,0.005025099,0.002678224,0.0008348956,0.005953939],"study_design_scores_gemma":[0.001038099,0.0001672183,0.9761196,0.0002290213,0.00005498082,0.00002083735,0.0002855324,0.01329788,0.006145895,0.0003683956,0.0021569,0.0001156469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7515256,0.00009386433,0.0008631626,0.00008771207,0.000362343,0.0001660492,0.000001958133,0.00004001022,0.2468592],"genre_scores_gemma":[0.9787367,0.00001839646,0.01925337,0.001159442,0.00006678565,0.000002507365,0.00000555864,0.000009791078,0.0007474429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2461118,"threshold_uncertainty_score":0.998991,"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."}}