{"id":"W3165346611","doi":"","title":"[What knows a frail swiss population about chronic obstructive pulmonary disease?]","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Physiotherapy Association","funders":"","keywords":"COPD; Spirometry; Pulmonary disease; Medicine; Disease; Population; Physical therapy; Intensive care medicine; Family medicine; Internal medicine; Environmental health","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":[0.0003986539,0.0002454153,0.0002116106,0.001137969,0.0008477552,0.0007936036,0.0002052667,0.0006709823,0.006282902],"category_scores_gemma":[0.003065869,0.00009978519,0.000241494,0.000998293,0.0004389985,0.0014096,0.0004454182,0.0005312238,0.0008392896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005059948,"about_ca_system_score_gemma":0.0007776179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0477964,"about_ca_topic_score_gemma":0.03567187,"domain_scores_codex":[0.9998057,0.00005495851,0.00001959518,0.00002654334,0.00005703684,0.0000361399],"domain_scores_gemma":[0.9990776,0.0002323104,0.00025617,0.00002928983,0.000161604,0.000243065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000122504,0.0001175566,0.7779806,0.001256436,0.00009700108,0.001960665,0.02547737,0.000130871,0.0008536262,0.001200949,0.07707419,0.1137283],"study_design_scores_gemma":[0.00001509553,0.0002310671,0.9490823,0.0008796363,0.00005794776,0.002829902,0.01524346,0.0001245796,0.00005469406,0.0005587702,0.03088583,0.00003673814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8562987,0.03684467,0.0004782764,0.0532898,0.00150703,0.00009203421,0.007208402,0.00006900898,0.0442121],"genre_scores_gemma":[0.9689829,0.01813762,0.0002429294,0.005838842,0.0008541059,0.00006967403,0.00189611,0.000009166539,0.003968616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0477964,"threshold_uncertainty_score":0.09503639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02139457421252544,"score_gpt":0.2753385249765776,"score_spread":0.2539439507640522,"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."}}