{"id":"W4391170129","doi":"10.56792/riha6466","title":"A feasibility study investigating the use of a thigh-worn accelerometer to measure physical activity in patients recovering from critical illness","year":2024,"lang":"en","type":"article","venue":"Journal of the Association of Chartered Physiotherapists in Respiratory Care","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"Intensive Care Society","keywords":"Accelerometer; Measure (data warehouse); Physical medicine and rehabilitation; Physical activity; Medicine; Physical therapy; Computer science; Psychology; Data mining","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":[0.005992511,0.0007500742,0.0004989885,0.0006100627,0.001007332,0.0006456274,0.000541448,0.0008698344,0.002330136],"category_scores_gemma":[0.01210364,0.0006754601,0.0006466577,0.0003825575,0.0008963178,0.001126734,0.0009417102,0.0009478602,0.0004697996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005040298,"about_ca_system_score_gemma":0.002012701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001467594,"about_ca_topic_score_gemma":0.002978695,"domain_scores_codex":[0.9970198,0.001771078,0.0002844655,0.000270032,0.0003445113,0.0003100648],"domain_scores_gemma":[0.9928539,0.002769487,0.001508189,0.0006667122,0.001251773,0.0009498887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03265884,0.06086104,0.8193355,0.00107492,0.0004456312,0.001627778,0.006695183,0.0004573473,0.01223029,0.0003023259,0.0009938646,0.06331739],"study_design_scores_gemma":[0.006907186,0.3571575,0.6251267,0.0001835183,0.0002184667,0.001286087,0.004721746,0.001230346,0.001121515,0.0001840083,0.001773549,0.00008937684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959878,0.0001051224,0.0008420963,0.0001085023,0.0000272853,0.002391969,0.0001027117,0.000006132074,0.0004282981],"genre_scores_gemma":[0.9932689,0.0001353704,0.00288621,0.0002033721,0.00005609426,0.003034324,0.0001730124,0.00000267897,0.0002398424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005992511,"threshold_uncertainty_score":0.03169185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06755016279494389,"score_gpt":0.3476149969480129,"score_spread":0.280064834153069,"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."}}