{"id":"W2326088209","doi":"10.1097/01.prs.0000430154.74773.4d","title":"Abstract 212","year":2013,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005346279,0.0006567251,0.0003884923,0.001507591,0.001576031,0.003003318,0.0006960671,0.001708694,0.7073808],"category_scores_gemma":[0.002088899,0.0002251977,0.000381412,0.0009332942,0.0003837104,0.001107219,0.001345855,0.001227608,0.5143887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001058958,"about_ca_system_score_gemma":0.002289013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003460231,"about_ca_topic_score_gemma":0.006271846,"domain_scores_codex":[0.9995484,0.00004478871,0.00002802363,0.00006987247,0.0002473066,0.00006166076],"domain_scores_gemma":[0.9984537,0.0002206532,0.00005456089,0.0001213195,0.0008274405,0.000322314],"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":[0.00003662765,0.00004495999,0.0002419591,0.00007538319,0.000002226769,0.00006629876,0.00002619226,0.00003175818,0.0003541078,0.002893999,0.9381136,0.05811286],"study_design_scores_gemma":[0.00001219929,0.00002006492,0.001141421,0.00008063045,0.000003269472,0.00005807665,0.00005551419,0.00006116072,0.0001615568,0.001177762,0.997225,0.000003266187],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009400555,0.0008917454,0.0004680096,0.007075878,0.009917504,0.0001924134,0.001873447,0.0003589244,0.9782819],"genre_scores_gemma":[0.001846245,0.0003401725,0.0001258275,0.001525871,0.001265858,0.00004262739,0.0006508678,0.00004331123,0.9941592],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2926192,"threshold_uncertainty_score":0.4173857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02426775453292339,"score_gpt":0.2531184887784524,"score_spread":0.228850734245529,"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."}}