{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001115078,0.0002132364,0.0005941732,0.0005485661,0.0002356965,0.0005372383,0.0003133926,0.0005231345,0.002104612],"category_scores_gemma":[0.007110204,0.0001309171,0.0005585406,0.0004179195,0.0002513008,0.0004045127,0.0003844445,0.0005501998,0.0001773921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004111242,"about_ca_system_score_gemma":0.0004053834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006960117,"about_ca_topic_score_gemma":0.0009061858,"domain_scores_codex":[0.9988765,0.0004684884,0.0001678117,0.0001143593,0.0002524323,0.0001204484],"domain_scores_gemma":[0.9892188,0.005654542,0.002997602,0.0003612288,0.0004773125,0.001290463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.138038,0.009921411,0.7506601,0.0006851887,0.0009209658,0.0004456536,0.0005542504,0.0006574017,0.005573856,0.0001437338,0.0006342232,0.09176521],"study_design_scores_gemma":[0.0005641127,0.06036378,0.9362832,0.0000521567,0.0001724379,0.0002840354,0.0003638529,0.0003843698,0.0009346522,0.00006252599,0.0005100194,0.00002478666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980584,0.0007610058,0.00006801364,0.00004844583,0.00003239306,0.00005691484,0.0001496957,0.000006209753,0.0008188976],"genre_scores_gemma":[0.9989491,0.0003111498,0.0002248403,0.00006263256,0.00005993062,0.00007704371,0.0001209824,0.00000224666,0.0001920837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002104612,"threshold_uncertainty_score":0.00704062,"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."}}