{"id":"W2101166304","doi":"10.1378/chest.124.4.1535","title":"Measuring Agreement Between Diagnostic Devices","year":2003,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Polysomnography; Intraclass correlation; Sleep apnea; Medical physics; Physical therapy; Apnea; Internal medicine; Psychometrics; Clinical psychology","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005186397,0.0003342472,0.0006072612,0.0002003744,0.0001745365,0.0001022204,0.0002026951,0.000526806,0.0002834215],"category_scores_gemma":[0.0002632185,0.0002699138,0.0002510661,0.00009759404,0.00004392274,0.00005222295,0.00001929634,0.00358809,0.0001853829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003716207,"about_ca_system_score_gemma":0.0002704602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001129409,"about_ca_topic_score_gemma":6.930385e-7,"domain_scores_codex":[0.997863,0.0001139955,0.000479336,0.0002637619,0.0007531175,0.0005267726],"domain_scores_gemma":[0.9986331,0.0003695664,0.0002835126,0.0003271079,0.0001457966,0.0002409241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009541514,0.00005311952,0.1096829,0.0009379736,0.000906125,0.005012262,0.0001757531,0.000002292013,0.0000558605,9.256358e-7,0.8536976,0.02946563],"study_design_scores_gemma":[0.00080347,0.0001351653,0.0221562,0.001331821,0.0003871559,0.001054676,0.00002135662,0.000001778554,0.000282227,0.00008837755,0.9734662,0.0002716465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.104689,0.007291481,0.001607634,0.869414,0.005488224,0.0006027437,0.00002055292,0.0001130644,0.01077335],"genre_scores_gemma":[0.1246083,0.003390435,0.004262009,0.7101414,0.1405589,0.00004771835,0.0002233424,0.0003838215,0.01638396],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1592725,"threshold_uncertainty_score":0.9999753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07191796654154167,"score_gpt":0.288246587612307,"score_spread":0.2163286210707653,"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."}}