{"id":"W4231502254","doi":"10.1097/psn.0000000000000123","title":"A Year in Review","year":2016,"lang":"en","type":"letter","venue":"Plastic Surgical Nursing","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thornhill Medical (Canada)","funders":"","keywords":"Work (physics); Political science; Management; Engineering; Mechanical engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001579744,0.0001802297,0.0004464351,0.0002315362,0.0001180676,0.00005877524,0.0005592021,0.000682119,0.002118572],"category_scores_gemma":[0.002637221,0.0001460402,0.000127451,0.0004824626,0.0006328608,0.00007887587,0.00004075407,0.001526924,0.0006316588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006196404,"about_ca_system_score_gemma":0.0003038619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001343032,"about_ca_topic_score_gemma":0.00001727359,"domain_scores_codex":[0.9963866,0.0007726572,0.0003544862,0.0004096582,0.001202899,0.0008736908],"domain_scores_gemma":[0.994341,0.005119119,0.00008837758,0.0002578669,0.00008411955,0.000109534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006567381,0.00001309244,0.00003038337,0.0001874574,0.000003321725,0.001231206,0.00009424135,2.615421e-8,4.131927e-7,0.0006819578,0.9806646,0.01708674],"study_design_scores_gemma":[0.0001246037,0.00001324802,0.0000112581,0.02153831,0.00001207691,0.00001067808,0.00002544769,0.000001489168,7.234299e-7,0.002033612,0.976034,0.0001945651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00001689447,0.002830128,0.00005656944,0.8241156,0.0008694452,0.000436364,0.00001273778,0.0001297554,0.1715325],"genre_scores_gemma":[0.007359441,0.09701996,0.002068586,0.766354,0.06531429,0.0008723802,0.0001963561,0.000550854,0.0602642],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1112683,"threshold_uncertainty_score":0.9987936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.116221338034192,"score_gpt":0.4603471991752378,"score_spread":0.3441258611410457,"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."}}