{"id":"W1996401036","doi":"10.7748/ns2007.08.21.49.39.c4603","title":"Patient preparation for safe removal of surgical drains","year":2007,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Entrapment; Surgery; Surgical procedures; Intensive care medicine","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":[0.00193844,0.0005406535,0.0006846645,0.0009229897,0.001512728,0.001328756,0.0007583339,0.001666172,0.008691124],"category_scores_gemma":[0.01100326,0.0003198162,0.0005399133,0.0002237795,0.0005858483,0.001030529,0.00120153,0.002315091,0.004315552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004912553,"about_ca_system_score_gemma":0.002512772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004738699,"about_ca_topic_score_gemma":0.0007797323,"domain_scores_codex":[0.9986118,0.0005247542,0.0001965833,0.00005610001,0.0004554963,0.0001552621],"domain_scores_gemma":[0.9969255,0.0008190039,0.0004676733,0.0001513133,0.0008307145,0.0008057813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001075818,0.001945565,0.0370897,0.002089331,0.00006719572,0.0339736,0.006878697,0.002034242,0.02192774,0.004518923,0.2231071,0.6652921],"study_design_scores_gemma":[0.0007762917,0.008795057,0.1786065,0.007995739,0.0001387828,0.07000791,0.02247685,0.006122185,0.03290508,0.02524398,0.646399,0.0005326889],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3941456,0.01955073,0.1550931,0.1275365,0.01694066,0.01492852,0.0008643136,0.005778181,0.2651623],"genre_scores_gemma":[0.6997937,0.02415618,0.2157564,0.01640533,0.007019566,0.008214409,0.0008240713,0.0004154,0.02741497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008691124,"threshold_uncertainty_score":0.02907473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01345533584116841,"score_gpt":0.3328447157105498,"score_spread":0.3193893798693814,"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."}}