{"id":"W2954172835","doi":"10.1111/resp.13640","title":"Chronic respiratory diseases: The dawn of precision rehabilitation","year":2019,"lang":"en","type":"editorial","venue":"Respirology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Medicine; Respiratory system; Rehabilitation; Intensive care medicine; Physical medicine and rehabilitation; Physical therapy; 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":[0.02226275,0.001244152,0.003757221,0.00352907,0.001936232,0.008305054,0.002124419,0.01123231,0.005376389],"category_scores_gemma":[0.03323664,0.0006757794,0.001570145,0.00188593,0.0116209,0.0127542,0.006440131,0.02088891,0.001798381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005231144,"about_ca_system_score_gemma":0.006676659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003524679,"about_ca_topic_score_gemma":0.003967264,"domain_scores_codex":[0.9905255,0.004109258,0.001114372,0.001229124,0.002320624,0.0007011378],"domain_scores_gemma":[0.9357647,0.04978818,0.001693571,0.002812629,0.006788486,0.003152516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004905654,0.0001969501,0.002267571,0.01034521,0.0002682576,0.0004851668,0.00182306,0.0009603825,0.0009229067,0.1497584,0.1616627,0.6708187],"study_design_scores_gemma":[0.00008570931,0.0004633773,0.004102235,0.01391629,0.0001232979,0.001138453,0.00148929,0.0008063168,0.0004355647,0.1566224,0.8206677,0.0001492887],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.0007059262,0.7361436,0.003857475,0.2423914,0.01277532,0.00002418421,0.0001053932,0.00009930097,0.00389731],"genre_scores_gemma":[0.03263042,0.8071042,0.008900526,0.09211951,0.05683013,0.0001131558,0.0001501558,0.0001077973,0.002044137],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02226275,"threshold_uncertainty_score":0.1177381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01112883872652878,"score_gpt":0.3233697971261755,"score_spread":0.3122409583996467,"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."}}