{"id":"W1983063280","doi":"10.3928/08910162-20090826-06","title":"Evaluation of Ceiling Lifts in Health Care Settings","year":2009,"lang":"en","type":"article","venue":"AAOHN Journal","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Ceiling (cloud); Ceiling effect; Medicine; Health care; Urinary incontinence; Acute care; Lift (data mining); Physical therapy; Surgery; 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":[0.007666254,0.00006464599,0.000165483,0.0001830506,0.0002547141,0.000006238993,0.0001094031,0.00005071305,0.0004509657],"category_scores_gemma":[0.0001948625,0.0000590825,0.0000499434,0.0001370402,0.000006895701,0.0001166619,0.00002737143,0.0004619387,0.00002091524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002929671,"about_ca_system_score_gemma":0.0005783263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004145262,"about_ca_topic_score_gemma":0.0001099615,"domain_scores_codex":[0.9969773,0.001416687,0.0006611499,0.00009994229,0.0005794874,0.0002653767],"domain_scores_gemma":[0.998886,0.00004259726,0.0004640659,0.0001222533,0.0003933158,0.00009174182],"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":[0.0000763352,0.0002201831,0.009421912,0.0005483667,0.00006915647,0.000009716337,0.06266858,0.001649913,0.0003228366,0.003582536,0.05400439,0.8674261],"study_design_scores_gemma":[0.01178077,0.0006479148,0.6209214,0.004321216,0.0002154218,0.00001883297,0.04962312,0.003839379,0.0001361278,0.02207026,0.2859949,0.0004306661],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7425637,0.01732341,0.01427926,0.07175301,0.004549919,0.005225022,0.00001490133,0.0001512852,0.1441395],"genre_scores_gemma":[0.9955968,0.0001155216,0.0010155,0.002831363,0.0001752029,0.000007461243,0.000003896283,0.000005529618,0.0002486899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8669954,"threshold_uncertainty_score":0.4937758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07757860844729934,"score_gpt":0.4898001769441455,"score_spread":0.4122215684968462,"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."}}