{"id":"W2335423181","doi":"10.1097/psn.0b013e31824975df","title":"Keep It Real","year":2012,"lang":"en","type":"article","venue":"Plastic Surgical Nursing","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trainer; Nova scotia; Suite; Management; Nursing; Medicine; History; Archaeology","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":[0.0002089778,0.00009247854,0.0001989974,0.00008953737,0.00005888402,0.00001080723,0.00002831394,0.00008897637,0.0007658213],"category_scores_gemma":[0.0003596109,0.00007676463,0.00008179919,0.0001485473,0.00007793659,0.00008063683,0.000007510149,0.0001391997,0.0001432684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009552207,"about_ca_system_score_gemma":0.00002833033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007024659,"about_ca_topic_score_gemma":2.747196e-7,"domain_scores_codex":[0.9991035,0.00003288182,0.0001838507,0.0001099861,0.0002557364,0.0003140155],"domain_scores_gemma":[0.9990081,0.0005437845,0.00002817006,0.00009904494,0.00004150398,0.0002794563],"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":[0.002142143,0.003545688,0.1297396,0.00009160855,0.0001237494,0.0006252547,0.003767923,0.000007265119,0.007223099,0.07093833,0.1344905,0.6473048],"study_design_scores_gemma":[0.001581956,0.0002235419,0.06240708,0.0008215831,0.0001043692,0.0008624122,0.0004059178,0.001282482,0.00473275,0.0005675076,0.9266027,0.0004077074],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5985106,0.0001886335,0.001836566,0.005605802,0.001617986,0.0001713184,0.000003403959,0.0004320897,0.3916336],"genre_scores_gemma":[0.9979814,0.00004189356,0.000634991,0.0003443159,0.0002020024,0.000004080609,0.00001393628,0.00001348061,0.0007639573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7921122,"threshold_uncertainty_score":0.8385206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03425296402375917,"score_gpt":0.3453639185408719,"score_spread":0.3111109545171127,"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."}}