{"id":"W6977192605","doi":"10.6084/m9.figshare.c.7354428","title":"Reflections on the challenges of conducting an international multicentre randomized controlled trial of balance training in addition to pulmonary rehabilitation and its impact on fall incidence in people with COPD","year":2024,"lang":"en","type":"other","venue":"TeesRep (Teesside University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; University of British Columbia; University of Alberta; University of Toronto; Dalhousie University; Covenant Health; McMaster University","funders":"","keywords":"Randomized controlled trial; Rehabilitation; Pulmonary rehabilitation; Balance (ability); Descriptive statistics; COPD; Incidence (geometry)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001522115,0.0003496752,0.001359027,0.003077343,0.0000381491,0.00001930346,0.000281283,0.0001976939,0.0001636599],"category_scores_gemma":[0.002224926,0.0002540617,0.0001776537,0.0009886074,0.0001559569,0.000266245,0.00005728253,0.0004394267,0.00001744354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000503491,"about_ca_system_score_gemma":0.0002388729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000845235,"about_ca_topic_score_gemma":0.009741841,"domain_scores_codex":[0.9968367,0.001355309,0.0005210062,0.0005981901,0.000464001,0.0002247836],"domain_scores_gemma":[0.995678,0.002961762,0.0008208173,0.0003053902,0.0001611239,0.00007288119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9525383,0.0005856463,0.0001310003,0.0001476745,0.0004478965,0.00008383628,0.02014706,0.002087753,0.0009226876,0.02246734,0.0002420019,0.0001988063],"study_design_scores_gemma":[0.9353676,0.00212015,0.001084138,0.009877115,0.0003983704,0.00001572139,0.04358212,0.005890711,0.00005696452,0.0004744591,0.0004872914,0.0006453082],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7522504,0.0001809438,0.000006491036,0.0005368202,0.0002662984,0.006519548,0.000275173,0.0001193007,0.239845],"genre_scores_gemma":[0.9928715,0.0001296816,0.0001974262,0.00001086901,0.0000795071,0.00006647878,0.00003781323,0.0001565897,0.006450182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.240621,"threshold_uncertainty_score":0.9999912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03906383946161111,"score_gpt":0.3187824629255173,"score_spread":0.2797186234639061,"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."}}