{"id":"W2150874035","doi":"10.1183/09031936.05.00053404","title":"Skeletal muscle microbiopsy: a validation study of a minimally invasive technique","year":2005,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":168,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Pulmonary disease; Biopsy; Radiology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007321679,0.0006621144,0.0004401019,0.0005603144,0.0004539005,0.0004306852,0.0005807354,0.0008272739,0.0008076032],"category_scores_gemma":[0.01732648,0.0002616626,0.000396675,0.0003003322,0.001063831,0.0004816566,0.0009358275,0.0003680678,0.0003449463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001760952,"about_ca_system_score_gemma":0.0003873413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007795852,"about_ca_topic_score_gemma":0.001018449,"domain_scores_codex":[0.9949367,0.002431099,0.0003163793,0.0008409076,0.001332109,0.0001429304],"domain_scores_gemma":[0.9848039,0.007892516,0.001798761,0.001915512,0.003048787,0.0005404633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007973449,0.002194207,0.6900252,0.0006211339,0.000477133,0.0009472801,0.002748508,0.0009607429,0.232426,0.0003945043,0.0002333577,0.06099856],"study_design_scores_gemma":[0.0004511582,0.04384302,0.9101848,0.0001431121,0.0003800949,0.006261147,0.001092828,0.005103959,0.02978248,0.0001864424,0.002493492,0.00007741377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9920356,0.0004057131,0.006709555,0.00002628271,0.00002637285,0.0001814111,0.00005614105,0.00001769379,0.0005412562],"genre_scores_gemma":[0.9885089,0.0002573899,0.01034641,0.0001110145,0.00004712343,0.0001383288,0.0002744287,0.00001402549,0.0003024069],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.007321679,"threshold_uncertainty_score":0.03872126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02833765319913723,"score_gpt":0.3003577937962993,"score_spread":0.2720201405971621,"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."}}