{"id":"W4221122163","doi":"10.1177/14799731221079305","title":"Factors associated with participation in life situations in people with COPD","year":2022,"lang":"en","type":"article","venue":"Chronic Respiratory Disease","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; West Park Healthcare Centre; University of Toronto; McMaster University","funders":"","keywords":"Hospital Anxiety and Depression Scale; Medicine; Anxiety; COPD; Depression (economics); International Classification of Functioning, Disability and Health; Distress; Pulmonary disease; Physical therapy; Gerontology; Clinical psychology; Psychiatry; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003357337,0.0002859478,0.0004245441,0.0004896481,0.0002473622,0.00003012744,0.0001934823,0.00005252404,0.001617229],"category_scores_gemma":[0.0005344182,0.0002450656,0.00008461807,0.001639237,0.0001917489,0.0002440746,0.0001354663,0.000579136,0.00001508196],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004907392,"about_ca_system_score_gemma":0.006615651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009844302,"about_ca_topic_score_gemma":0.00214265,"domain_scores_codex":[0.996769,0.0004397034,0.000425308,0.0006224796,0.001061283,0.000682263],"domain_scores_gemma":[0.9981578,0.0001870721,0.0001534004,0.0005879613,0.0001322372,0.0007815083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009607648,0.001557605,0.9784828,0.0002009406,0.00007626413,0.0003911859,0.0004996178,0.01642105,0.00007081887,0.0001031596,0.0004225949,0.0008132143],"study_design_scores_gemma":[0.00662694,0.0004766705,0.9838626,0.0001486402,0.000120068,7.113691e-7,0.0007207012,0.006493808,0.0000180597,0.00003171338,0.001214666,0.0002854306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955845,0.001733339,0.00002391173,0.0005098296,0.00004643269,0.001495789,0.0001836406,0.0000829241,0.0003396299],"genre_scores_gemma":[0.9976408,0.000006635923,0.000003951573,0.0004350477,0.00006122204,0.00114351,0.0004281428,0.00006594291,0.0002146705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009927237,"threshold_uncertainty_score":0.9993485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04767934823188711,"score_gpt":0.3194142256063811,"score_spread":0.271734877374494,"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."}}