{"id":"W3099362083","doi":"10.21203/rs.3.rs-100937/v1","title":"Implementation and Sustainability of an Enhanced Pulmonary Rehabilitation Program in a Single Centre","year":2020,"lang":"en","type":"preprint","venue":"Research Square (Research Square)","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Alberta; McGill University Health Centre; McMaster University","funders":"","keywords":"Sustainability; Pulmonary rehabilitation; Rehabilitation; Business; Process management; Medicine; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007407872,0.0006189423,0.0006749488,0.0009505846,0.001522358,0.001480634,0.001456924,0.001061044,0.002842206],"category_scores_gemma":[0.00843059,0.0007178707,0.001222044,0.0006781563,0.000914283,0.001065973,0.003149153,0.001228708,0.000499154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00324122,"about_ca_system_score_gemma":0.01236794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01135843,"about_ca_topic_score_gemma":0.01802094,"domain_scores_codex":[0.9938195,0.002711249,0.0005000529,0.0008457109,0.001081224,0.001042207],"domain_scores_gemma":[0.9914733,0.001563611,0.001262753,0.0008427023,0.001231998,0.00362556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0114005,0.1621173,0.3701007,0.001559761,0.000573793,0.002768221,0.01347232,0.003500525,0.02413405,0.0001886575,0.001560162,0.4086241],"study_design_scores_gemma":[0.007617567,0.1600529,0.8151631,0.0003724504,0.0003413635,0.0008211416,0.006639947,0.00297087,0.003974608,0.00008394812,0.001772181,0.0001898357],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969972,0.00003905928,0.0005306851,0.00008038218,0.00001032785,0.001889923,0.0000728171,0.00004325369,0.0003363246],"genre_scores_gemma":[0.9913899,0.0000880635,0.00573208,0.000149679,0.00002342331,0.001980672,0.0001837028,0.00001143847,0.0004410416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01135843,"threshold_uncertainty_score":0.03917706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05374192712546672,"score_gpt":0.4522118811733983,"score_spread":0.3984699540479316,"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."}}