{"id":"W2120277099","doi":"10.1016/j.injury.2008.12.002","title":"Evaluation of ceiling lifts: Transfer time, patient comfort and staff perceptions","year":2009,"lang":"en","type":"article","venue":"Injury","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health; Public Health Agency of Canada","funders":"","keywords":"Ceiling (cloud); Lift (data mining); Health care; Ceiling effect; Patient care; Computer science; Medicine; Engineering; Nursing; Structural engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0005150634,0.00005742226,0.0001184588,0.0000710876,0.00003119142,0.000003211013,0.00001364284,0.00004851373,0.0002508326],"category_scores_gemma":[0.00009027828,0.00004634526,0.0000522994,0.00007705603,0.00004427915,0.00004882021,0.000002635377,0.0000606877,0.000008852471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003627481,"about_ca_system_score_gemma":0.00004997821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005089625,"about_ca_topic_score_gemma":0.00000121763,"domain_scores_codex":[0.9991947,0.00007696281,0.0001937809,0.0001040848,0.0003602829,0.00007017591],"domain_scores_gemma":[0.9996086,0.00002719004,0.00001756167,0.0001122882,0.000185572,0.00004875644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001373297,0.0004695888,0.001165318,0.0001158492,0.00003161248,2.188531e-7,0.003121392,0.00004438847,0.3353736,0.0001332851,0.0005477554,0.6588597],"study_design_scores_gemma":[0.002811589,0.007742565,0.9580096,0.000646855,0.0006055398,0.000005533822,0.002540006,0.01656194,0.007569479,0.002031245,0.00118244,0.0002932034],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955186,0.0001281471,0.0001377002,0.0003914556,0.00003318016,0.0004247689,0.000007022915,0.00001992938,0.003339185],"genre_scores_gemma":[0.9993507,0.00002111678,0.0003819119,0.0001234918,0.00003265962,0.0000071656,0.00002289051,0.000004598732,0.00005550363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9568443,"threshold_uncertainty_score":0.2746442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0136425479940711,"score_gpt":0.3101691701129431,"score_spread":0.296526622118872,"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."}}