{"id":"W3152851228","doi":"10.1097/prs.0000000000007903","title":"Promoting Health Policy Research in Plastic Surgery","year":2021,"lang":"en","type":"editorial","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Plastic surgery; Surgery; General surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.004969832,0.0008692965,0.003399889,0.006032217,0.0003847956,0.0001626707,0.0001947164,0.001695533,0.0002419413],"category_scores_gemma":[0.03394511,0.0008571511,0.0007142872,0.003110847,0.0009004595,0.0002730638,0.0002112921,0.005067005,0.0001314925],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00234635,"about_ca_system_score_gemma":0.02907788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001616536,"about_ca_topic_score_gemma":0.0004278339,"domain_scores_codex":[0.9901519,0.001517441,0.002268794,0.00170353,0.002149659,0.002208671],"domain_scores_gemma":[0.8772823,0.1187695,0.00104427,0.0007042334,0.001340753,0.0008588577],"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":[0.0008011252,0.0003144847,0.04400896,0.004441159,0.0004656089,0.001366426,0.0003027689,0.000001767943,0.00002083718,0.0000287964,0.6396843,0.3085638],"study_design_scores_gemma":[0.01046108,0.001366361,0.1083555,0.2079502,0.001180489,0.2080649,0.006517846,0.0009709845,0.0008713566,0.003259999,0.4408789,0.01012237],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.1575284,0.001392642,0.00002191787,0.0004562845,0.8388317,0.0006541006,0.000575632,0.0001564636,0.0003827747],"genre_scores_gemma":[0.07905667,0.001225265,0.0002025992,0.00002014967,0.9161572,0.0001888795,0.002662501,0.0002597315,0.0002269413],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2984414,"threshold_uncertainty_score":0.9996005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05527817766852375,"score_gpt":0.3499902562095305,"score_spread":0.2947120785410067,"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."}}