{"id":"W2081795272","doi":"10.1007/s10877-009-9175-y","title":"Comparison between a dorsal and a belt tactile display prototype for decoding physiological events in the operating room","year":2009,"lang":"en","type":"article","venue":"Journal of Clinical Monitoring and Computing","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Dorsum; Decoding methods; Anesthesiology; Pain medicine; Medicine; Computer science; Neuroscience; Physical medicine and rehabilitation; Anesthesia; Psychology; Anatomy; Telecommunications","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":[],"consensus_categories":[],"category_scores_codex":[0.002455223,0.0001154131,0.0006178651,0.00006883767,0.0002081413,0.00001913382,0.0001074023,0.0001869839,2.144117e-7],"category_scores_gemma":[0.001345939,0.00007253487,0.00009329415,0.0001053411,0.00003234891,0.00006943577,0.00003441528,0.001036237,1.272786e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001946372,"about_ca_system_score_gemma":0.00004491579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005986063,"about_ca_topic_score_gemma":2.330255e-7,"domain_scores_codex":[0.9981382,0.0001899327,0.001090247,0.0001705221,0.0001752859,0.0002358359],"domain_scores_gemma":[0.9976856,0.001612964,0.0004220298,0.00008901099,0.00009290974,0.00009755082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001456639,0.0001021074,0.818629,0.00003918325,0.00001932913,0.000008628811,0.0003433252,0.00001622762,0.0001219091,0.00001646691,0.000004132965,0.180554],"study_design_scores_gemma":[0.001439309,0.003558086,0.9909321,0.00102644,0.00004731699,0.00004860874,0.0005170162,0.001899791,0.0001621994,0.0002269289,0.00006825352,0.00007395869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971473,0.0003936781,0.0006684007,0.000990649,0.0003832022,0.0003900745,3.699033e-7,0.00001602699,0.00001026502],"genre_scores_gemma":[0.9923688,0.00004165358,0.005616626,0.00006264145,0.001899182,0.000003399728,7.108878e-7,0.000005699036,0.000001272752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.18048,"threshold_uncertainty_score":0.450199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1929424718920504,"score_gpt":0.506336267450004,"score_spread":0.3133937955579537,"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."}}