{"id":"W4404101420","doi":"10.1183/13993003.congress-2024.pa1171","title":"Towards disease stability in COPD management: patient perspectives","year":2024,"lang":"en","type":"article","venue":"","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital","funders":"","keywords":"COPD; Computer science; Pulmonary disease; Medicine; Disease; Intensive care medicine; 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":[0.01417634,0.0003132874,0.0004662128,0.0005408291,0.00611881,0.008151586,0.0009413586,0.004093253,0.01008158],"category_scores_gemma":[0.02928249,0.0002754983,0.0007892746,0.0007097127,0.004552152,0.006589591,0.005930119,0.01075285,0.001402371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002959094,"about_ca_system_score_gemma":0.005939605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003785537,"about_ca_topic_score_gemma":0.006440012,"domain_scores_codex":[0.9846072,0.01099219,0.0004849463,0.0005077161,0.001962719,0.001445183],"domain_scores_gemma":[0.9778471,0.008589397,0.001833701,0.0004207418,0.003208364,0.008100697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004033897,0.0007358698,0.05045952,0.001806102,0.0001899104,0.002987384,0.4041241,0.0004677672,0.002100981,0.03125257,0.3125625,0.1929099],"study_design_scores_gemma":[0.0001105639,0.0007723337,0.01566186,0.00296796,0.0001188408,0.003588508,0.4210463,0.0004780798,0.0006965706,0.01721721,0.5371264,0.0002154798],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1568949,0.01709324,0.002318009,0.7653719,0.003397275,0.00008138471,0.000307052,0.00009197486,0.05444433],"genre_scores_gemma":[0.8050713,0.01481144,0.002887174,0.1667972,0.00286321,0.0001189908,0.0002122474,0.00007999015,0.007158474],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01417634,"threshold_uncertainty_score":0.07497257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01915134710698121,"score_gpt":0.3055793493044004,"score_spread":0.2864280021974193,"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."}}