{"id":"W2335208718","doi":"10.1097/00006527-200222040-00004","title":"Protect Your Practice","year":2002,"lang":"en","type":"review","venue":"Plastic Surgical Nursing","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Computer science; Psychology","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","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.002102443,0.0006293035,0.002532186,0.0002120553,0.0007407725,0.00004035459,0.0004215352,0.00134427,0.00922806],"category_scores_gemma":[0.04056263,0.0004493427,0.0004829584,0.0006389234,0.0002449384,0.0002769618,0.0001057371,0.004845388,0.01017673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006084697,"about_ca_system_score_gemma":0.000631623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003788477,"about_ca_topic_score_gemma":0.000001382984,"domain_scores_codex":[0.9906171,0.004705204,0.001739404,0.000834956,0.0009054552,0.00119786],"domain_scores_gemma":[0.9384841,0.0590293,0.001047495,0.0006366933,0.0002017573,0.0006006481],"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":[0.00005459935,0.0004293215,0.000001380272,0.01997205,0.00009893667,0.0003787125,0.0006744068,2.687194e-7,8.779137e-9,0.001118605,0.01157614,0.9656956],"study_design_scores_gemma":[0.0003783952,0.0001044804,6.520623e-7,0.08235948,0.001546909,0.0002130922,0.0007448867,0.00003684522,7.061547e-9,0.00007685438,0.9141219,0.0004165515],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001445576,0.9101092,0.0001456423,0.002012843,0.004038716,0.002184393,0.00002435216,0.0002557595,0.08122768],"genre_scores_gemma":[0.00001086705,0.9920428,0.0005644264,0.0001337414,0.00334348,0.000495695,0.00005622349,0.0001055734,0.00324714],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.965279,"threshold_uncertainty_score":0.9999522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2506567875367295,"score_gpt":0.5432796630028737,"score_spread":0.2926228754661442,"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."}}