{"id":"W2431103329","doi":"10.1097/prs.0000000000000084","title":"Discussion","year":2014,"lang":"en","type":"letter","venue":"Plastic & Reconstructive Surgery","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Columbia university; Suite; Library science; University hospital; Optometry; Political science; History; Archaeology; Media studies; Medicine; Family medicine; Sociology; Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003962783,0.0004830078,0.001294685,0.000873711,0.0001049594,0.00004395016,0.00009633719,0.001064811,0.001564421],"category_scores_gemma":[0.003611613,0.0003215194,0.0006455521,0.0002738369,0.0003158083,0.00009417917,0.00004497719,0.001826984,0.0003552214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000194263,"about_ca_system_score_gemma":0.0004761861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001166852,"about_ca_topic_score_gemma":0.000001136553,"domain_scores_codex":[0.9973114,0.0001971616,0.0007009135,0.0006399556,0.0006241188,0.0005264709],"domain_scores_gemma":[0.9942089,0.004550677,0.0003684911,0.0004490638,0.0002569536,0.0001659158],"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":[0.00005907999,0.00001940644,0.00719644,0.0001660712,0.0001072631,0.0005098871,0.00001319593,6.620796e-8,0.00004611818,0.00002542307,0.9471749,0.04468213],"study_design_scores_gemma":[0.0001422679,0.00004063262,0.001415663,0.0009744853,0.0001050194,0.0007565435,0.00001275865,0.00003561515,0.0003572406,0.0005054086,0.9952233,0.0004310498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003742077,0.0001047885,0.0037237,0.9530857,0.008166951,0.0007201118,0.0001435708,0.0009460862,0.02936701],"genre_scores_gemma":[0.01481219,0.0001307533,0.0011842,0.9690077,0.003899541,0.0001624732,0.001603794,0.0002238151,0.008975558],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0480484,"threshold_uncertainty_score":0.9999237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02650229402434192,"score_gpt":0.2622624843924922,"score_spread":0.2357601903681502,"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."}}