{"id":"W1515484040","doi":"10.25011/cim.v30i3.1736","title":"The Infrequency of Spirometry Use in Medical Clinics","year":2007,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Spirometry; COPD; Asthma; Outpatient clinic; Medical record; Pulmonary disease; Physical therapy; Sputum; Obstructive lung disease; Lung disease; Internal medicine; Emergency medicine; Pediatrics; Lung; Tuberculosis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00343118,0.0001425342,0.0003467541,0.002354435,0.0007265931,0.001001491,0.0006089508,0.0006135587,0.002293652],"category_scores_gemma":[0.03018026,0.0002672379,0.0002112775,0.002208779,0.0005503013,0.0006804609,0.0009423978,0.000647701,0.0004809021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001109789,"about_ca_system_score_gemma":0.001441399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004446247,"about_ca_topic_score_gemma":0.009649975,"domain_scores_codex":[0.9945148,0.00158225,0.0012138,0.0006568804,0.001646264,0.0003860302],"domain_scores_gemma":[0.9384099,0.01801857,0.03559503,0.001472868,0.004120665,0.002383101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008149091,0.00003048219,0.9882771,0.0001936874,0.00002741772,0.0006130593,0.0006391222,0.00002341729,0.0004967381,0.00004369318,0.0006076465,0.008966032],"study_design_scores_gemma":[0.000007618483,0.0001558224,0.990465,0.0001875568,0.00004365551,0.004850218,0.001030357,0.0001369179,0.0005068828,0.00002917256,0.00257883,0.000008042333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904234,0.004697209,0.0004714587,0.0007875826,0.00006207824,0.00005508016,0.0009036605,0.00003402879,0.002565546],"genre_scores_gemma":[0.9976799,0.0008857994,0.0003815155,0.0003179843,0.0001033588,0.0000235627,0.0003927423,0.000007087023,0.0002080922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004446247,"threshold_uncertainty_score":0.01814604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1605866188522456,"score_gpt":0.4193285647617938,"score_spread":0.2587419459095482,"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."}}