{"id":"W2185276967","doi":"10.4037/ajcc2005.14.6.476","title":"Effect of Frequency of Manual Turning on Pneumonia","year":2005,"lang":"en","type":"article","venue":"American Journal of Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Nursing Research","keywords":"Medicine; Critically ill; Pneumonia; Mechanical ventilation; Incidence (geometry); Intensive care medicine; Anesthesia; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0003112908,0.0001196562,0.000625914,0.0001516761,0.00001856068,0.000003504742,0.00009924144,0.00004015016,0.0001436311],"category_scores_gemma":[0.0005766109,0.0000853653,0.0002398414,0.0001271736,0.0002993471,0.00006835199,0.00001245863,0.0003031701,0.000005685756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004869443,"about_ca_system_score_gemma":0.0001141721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005669937,"about_ca_topic_score_gemma":6.63694e-7,"domain_scores_codex":[0.9986275,0.0001234614,0.0004974491,0.00009550728,0.0004689718,0.0001871417],"domain_scores_gemma":[0.9986603,0.000319931,0.0002271772,0.0001509887,0.0004090291,0.0002325811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001776719,0.0003337338,0.04750818,0.001110957,0.000137196,0.0008126481,0.002201359,0.00001837371,0.41545,0.002262513,0.0001374849,0.5282509],"study_design_scores_gemma":[0.002476014,0.07735123,0.01536196,0.0009993359,0.000753011,0.0007978699,0.006111409,0.00001322724,0.8941008,0.0001287018,0.001664688,0.0002417269],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965851,0.0004005881,0.0001597872,0.000544481,0.000115019,0.00006790405,0.000006903911,0.000005449592,0.002114754],"genre_scores_gemma":[0.9975506,0.000005374655,0.001797604,0.0003571929,0.0002584826,0.000001011351,0.000001199203,0.00001581327,0.0000127289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5280091,"threshold_uncertainty_score":0.3481096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008008990642850511,"score_gpt":0.3387197024030438,"score_spread":0.3307107117601933,"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."}}