{"id":"W2313960702","doi":"10.1097/psn.0000000000000078","title":"Plastic Surgical Nursing—Year in Review","year":2015,"lang":"en","type":"article","venue":"Plastic Surgical Nursing","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thornhill Medical (Canada)","funders":"","keywords":"Plastic surgery; Nursing staff; Nursing; Medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004346671,0.0002599543,0.0009354943,0.0001860551,0.0000311337,0.00001183629,0.0001172995,0.0001576224,0.0002363742],"category_scores_gemma":[0.002786441,0.0002147348,0.0001662896,0.0005870346,0.0003298422,0.00008214862,0.0000182747,0.0003841284,0.0001512129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003312705,"about_ca_system_score_gemma":0.0002013877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001658769,"about_ca_topic_score_gemma":0.000001515075,"domain_scores_codex":[0.9976636,0.0001632742,0.0006322038,0.0003862685,0.0006521723,0.0005025331],"domain_scores_gemma":[0.9964385,0.002528192,0.0001171683,0.0002410977,0.0001795097,0.0004955513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.02601637,0.01672785,0.4583887,0.01245563,0.0007834753,0.03230941,0.01787665,0.001196253,0.0005212367,0.02944013,0.1659968,0.2382874],"study_design_scores_gemma":[0.03158146,0.00304751,0.01963776,0.4768806,0.00156088,0.002736747,0.003352007,0.005872816,0.001099869,0.002234386,0.4501505,0.001845467],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.773405,0.1181023,0.0006680186,0.003262975,0.003701685,0.0008057736,0.00002981122,0.0002231591,0.09980134],"genre_scores_gemma":[0.9935228,0.004504133,0.000929553,0.00008058242,0.0006256818,0.00001342737,0.00005737124,0.00004265872,0.0002237903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.464425,"threshold_uncertainty_score":0.8756631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1621153283300859,"score_gpt":0.4444328435984454,"score_spread":0.2823175152683595,"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."}}