{"id":"W43003348","doi":"10.1155/2009/263054","title":"Assessment and Management of Patients with Chronic Cough by Certified Respiratory Educators: A Randomized Controlled Trial","year":2009,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Randomized controlled trial; Chronic cough; Certification; Physical therapy; Intensive care medicine; Internal medicine; Asthma","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002703534,0.0003957711,0.001682047,0.0007028126,0.0003960028,0.0001272196,0.0002533594,0.0002485057,0.0004157255],"category_scores_gemma":[0.0001147597,0.0002725417,0.00033804,0.0004085177,0.0003815177,0.0002118879,0.00002057251,0.0009765141,0.000007827175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001028791,"about_ca_system_score_gemma":0.00488997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001530556,"about_ca_topic_score_gemma":0.0003029405,"domain_scores_codex":[0.9956148,0.0008023198,0.001287862,0.0004409741,0.001086719,0.0007672955],"domain_scores_gemma":[0.9966534,0.000165602,0.0005705279,0.0004842439,0.0005511415,0.001575092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9627595,0.0006847482,0.00527897,0.0001699628,0.001981416,0.0006362628,0.0001048802,0.00001334052,0.000367485,0.001192795,0.01215763,0.01465301],"study_design_scores_gemma":[0.9365144,0.004446678,0.02361937,0.0004674961,0.0006345612,0.00001843556,0.0001023369,0.00001398831,0.0001008371,0.00008347852,0.03368805,0.0003104218],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790358,0.006634933,0.00005480652,0.0005687507,0.0003382669,0.005798641,0.00002022112,0.00002192288,0.007526673],"genre_scores_gemma":[0.9959154,0.0002709535,0.00008471167,0.002670365,0.0003540349,0.0002101566,0.000009681896,0.00004463211,0.0004401354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02624515,"threshold_uncertainty_score":0.9999727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01848822701264237,"score_gpt":0.3027299896810371,"score_spread":0.2842417626683947,"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."}}