{"id":"W7066687700","doi":"","title":"An Implementation Study of the Canadian Pulmonary Rehabilitation Program","year":2019,"lang":"en","type":"dissertation","venue":"Utrecht University Repository (Utrecht University)","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pulmonary rehabilitation; Fidelity; Rehabilitation; Program evaluation; Sustainability; Informed consent; Inclusion (mineral); Scale (ratio); Data collection","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002540251,0.0004741131,0.0006488895,0.001603553,0.0009377853,0.00004417725,0.0009385439,0.0005791643,0.0002375944],"category_scores_gemma":[0.00003286734,0.0005073803,0.0004192543,0.001761316,0.0002476207,0.0005177053,0.0001316034,0.0009124289,0.00001694824],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005177716,"about_ca_system_score_gemma":0.005050237,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1456289,"about_ca_topic_score_gemma":0.2279138,"domain_scores_codex":[0.9960923,0.0007966951,0.0003939887,0.001057461,0.001081792,0.0005778237],"domain_scores_gemma":[0.9963693,0.0001302579,0.0005317583,0.00143582,0.0009510845,0.0005817828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005787441,0.01110037,0.824515,0.003419618,0.002409521,0.004585657,0.0165627,0.0001340066,0.003278468,0.001536335,0.001844922,0.1248259],"study_design_scores_gemma":[0.003575824,0.001862564,0.7664288,0.0003794984,0.001843343,0.00004828864,0.2031203,0.0002689943,0.0006411615,0.00001967512,0.02120901,0.0006025802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9068709,0.00004925333,9.908107e-7,0.0001226189,0.0007732408,0.004826363,0.0001127252,0.0001329071,0.08711102],"genre_scores_gemma":[0.9171193,0.00001881107,0.000125798,0.000009709507,0.00008181648,0.000003449576,0.0008486375,0.0000578925,0.0817346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1865576,"threshold_uncertainty_score":0.9997378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009759154385933194,"score_gpt":0.2746184294072727,"score_spread":0.2648592750213394,"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."}}