{"id":"W1913264435","doi":"10.1155/2009/393941","title":"Physical Therapy Practice Patterns in Acute Exacerbations of Chronic Obstructive Pulmonary Disease","year":2009,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"West Park Healthcare Centre; University of Toronto","funders":"University of Toronto; Canadian Lung Association","keywords":"Medicine; Pulmonary disease; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000296328,0.0002495731,0.0003840063,0.0007479178,0.000188073,0.0000446497,0.0002667496,0.00009256705,0.0004116635],"category_scores_gemma":[0.0002452916,0.0002364201,0.0002208064,0.000555196,0.0001817938,0.0005172457,0.00002057913,0.0009409271,0.00002263986],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002855122,"about_ca_system_score_gemma":0.007489074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001231009,"about_ca_topic_score_gemma":0.001681447,"domain_scores_codex":[0.997595,0.0002757208,0.0004361731,0.00036031,0.0006364488,0.000696362],"domain_scores_gemma":[0.9968418,0.0001084477,0.0001908296,0.0004677258,0.000446408,0.001944749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003084769,0.002731203,0.4365842,0.0002501462,0.0006279422,0.04066311,0.001312551,0.0004078985,0.01487625,0.002740885,0.001540544,0.4951805],"study_design_scores_gemma":[0.001647759,0.0003706059,0.9832928,0.0001692734,0.0001051039,0.0004560008,0.0003865644,0.0004758716,0.0002757144,0.0008907751,0.01170918,0.0002203558],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883216,0.004690057,0.00002938959,0.003129454,0.000141494,0.0005985577,0.000173106,0.0000150034,0.002901315],"genre_scores_gemma":[0.9972136,0.0002725443,0.0000426217,0.001502307,0.0007391018,0.00001997955,0.00001836038,0.00003522774,0.0001562375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5467086,"threshold_uncertainty_score":0.9981375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0220344483050052,"score_gpt":0.3156422985013855,"score_spread":0.2936078501963804,"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."}}