{"id":"W3015273020","doi":"10.1183/23120541.00034-2020","title":"ERS International Congress, Madrid, 2019: highlights from the Allied Respiratory Professionals' Assembly","year":2020,"lang":"en","type":"article","venue":"ERJ Open Research","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; West Park Healthcare Centre","funders":"","keywords":"Medicine; Pulmonary rehabilitation; Health professionals; Psychological intervention; Respiratory care; Nursing; Rehabilitation; Health care; Physical therapy; Intensive care 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":[0.008127803,0.001121221,0.0006855939,0.002072214,0.00125375,0.004219533,0.001042919,0.004336197,0.02632882],"category_scores_gemma":[0.005518554,0.0004072853,0.0009585502,0.002238716,0.0007445077,0.002237375,0.003691269,0.004132689,0.008594115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002079924,"about_ca_system_score_gemma":0.005037294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003053902,"about_ca_topic_score_gemma":0.005378393,"domain_scores_codex":[0.997812,0.0004249321,0.000282821,0.0002423445,0.0007611602,0.0004766224],"domain_scores_gemma":[0.9954627,0.001119271,0.0005688806,0.0001094867,0.001405722,0.001333915],"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":[0.0001422301,0.00008487658,0.0009065736,0.003572563,0.00003079072,0.0003955702,0.0006528556,0.0001695004,0.0007584713,0.003164591,0.8013501,0.1887719],"study_design_scores_gemma":[0.000005572785,0.00002547613,0.002540291,0.0007759784,0.000006312908,0.0001029815,0.0003199882,0.000009970241,0.00007516555,0.000145028,0.9959842,0.000009185786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.005204776,0.5059608,0.0009158926,0.2472148,0.1875834,0.0002214585,0.00205249,0.0002727704,0.0505735],"genre_scores_gemma":[0.04710304,0.4791933,0.003096452,0.08893195,0.1707328,0.0005497606,0.004841935,0.0004736579,0.2050771],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02632882,"threshold_uncertainty_score":0.08807862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1178330419475056,"score_gpt":0.4275910596237587,"score_spread":0.3097580176762532,"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."}}