{"id":"W4360603359","doi":"10.1016/s2213-2600(23)00100-5","title":"International guideline recommendations and eligibility criteria for home oxygen therapy","year":2023,"lang":"en","type":"article","venue":"The Lancet Respiratory Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health; University of British Columbia","funders":"Michael Smith Health Research BC","keywords":"Medicine; Oxygen therapy; Guideline; Scopus; Sleep medicine; MEDLINE; Clinical Practice; Physical therapy; Intensive care medicine; Family medicine; Internal medicine; Psychiatry; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002304919,0.000171496,0.0004244339,0.0001869468,0.0001786812,0.00001911256,0.0002924274,0.00006210538,0.00126153],"category_scores_gemma":[0.0007820323,0.0001068533,0.00006694432,0.0003661976,0.0003869073,0.00008495215,0.0001270659,0.0002273175,0.00003772718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001322656,"about_ca_system_score_gemma":0.0001398454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003017297,"about_ca_topic_score_gemma":0.000008133345,"domain_scores_codex":[0.9982309,0.0001397897,0.0004453161,0.0003885539,0.0004195617,0.0003758842],"domain_scores_gemma":[0.9983382,0.0003904018,0.00009019562,0.0006405838,0.0003563027,0.0001843438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001509518,0.00008670977,0.0126303,0.0001895035,0.0002108313,0.00002376902,0.0004886262,0.000002312348,0.01617277,0.001103736,0.8513099,0.116272],"study_design_scores_gemma":[0.004739834,0.0002257538,0.2088917,0.0001053551,0.0000346132,0.00001454308,0.0003361831,0.001150163,0.000156849,0.002500518,0.7817415,0.000103007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5867288,0.004888172,0.0003614523,0.3965502,0.001263477,0.002199113,0.0003785361,0.0003615128,0.007268681],"genre_scores_gemma":[0.9104984,0.01170562,0.001921305,0.04204832,0.02546974,0.001193232,0.001901256,0.0001937355,0.005068323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3545019,"threshold_uncertainty_score":0.9996514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1395022678246075,"score_gpt":0.4605755513140994,"score_spread":0.3210732834894919,"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."}}