{"id":"W2105368797","doi":"10.4187/respcare.08531461","title":"Sex Differences in Ambulatory Visits for Chronic Obstructive Pulmonary Disease, Based on the National Ambulatory Medical Care Survey and the National Hospital Ambulatory Medical Care Survey from 1995 to 2004","year":2008,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Ambulatory; COPD; Ambulatory care; Pulmonary disease; Medical prescription; Emergency medicine; Health care; Family medicine; Physical therapy; Internal medicine; Nursing","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"],"consensus_categories":[],"category_scores_codex":[0.002051115,0.0007405349,0.0009765243,0.0004311689,0.0008372313,0.00006991051,0.0009511758,0.0005544497,0.0005231675],"category_scores_gemma":[0.006115387,0.0005272171,0.0004255123,0.0007711997,0.001782849,0.0001971523,0.0004043257,0.001330746,0.00003331948],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004307448,"about_ca_system_score_gemma":0.01262235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008372788,"about_ca_topic_score_gemma":0.002059112,"domain_scores_codex":[0.9881636,0.001985907,0.0008903962,0.001564825,0.006462723,0.000932581],"domain_scores_gemma":[0.990346,0.004865009,0.0002205909,0.0007221638,0.002383046,0.001463218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002526239,0.0002697222,0.9879736,0.0005532884,0.0002052341,0.000296475,0.002395642,0.0001951323,0.00002533715,0.0001598888,0.002695428,0.002703971],"study_design_scores_gemma":[0.005303464,0.0002617219,0.9872203,0.0004192883,0.00005630269,0.00000929004,0.002090673,0.002325145,0.00005694635,0.00006416981,0.001613214,0.0005795086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670295,0.02182948,0.0000215123,0.001002443,0.0004203715,0.003120424,0.006055821,0.00008866776,0.0004317896],"genre_scores_gemma":[0.9921707,0.00006086743,0.0000188396,0.003780092,0.001259598,0.0008322223,0.001707583,0.0001216172,0.00004851489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02514117,"threshold_uncertainty_score":0.999718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03597030264729797,"score_gpt":0.3072267355288982,"score_spread":0.2712564328816003,"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."}}