{"id":"W4399120530","doi":"10.1097/prs.0000000000011414","title":"New Frontiers in Wide-Awake Surgery","year":2024,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Neuroscience; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008652622,0.0003666871,0.001143049,0.001600354,0.00006155234,0.00009191303,0.00006628304,0.0002203014,0.0005581625],"category_scores_gemma":[0.003570347,0.0003445683,0.0005567578,0.000979281,0.0001769572,0.0003043956,0.00003531783,0.0005961464,0.0001798803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002585352,"about_ca_system_score_gemma":0.002023016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001626325,"about_ca_topic_score_gemma":0.00001989008,"domain_scores_codex":[0.9973006,0.0001164874,0.000798573,0.0007043991,0.0003708021,0.0007091174],"domain_scores_gemma":[0.9860824,0.01300196,0.00009588159,0.0003216832,0.00007712174,0.00042096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001421581,0.00003071647,0.6734748,0.000212523,0.0001952087,0.001243099,0.00009095678,0.00000229405,0.00007255105,0.00006046292,0.1864093,0.1380658],"study_design_scores_gemma":[0.0009896583,0.00005932141,0.9053206,0.009223871,0.0004667862,0.001668059,0.0009517145,0.002148368,0.002007236,0.003191782,0.0722215,0.001751108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9556669,0.005898228,0.01029198,0.0006508817,0.02313126,0.0002507476,0.00002791408,0.0004785966,0.003603521],"genre_scores_gemma":[0.9946322,0.000347707,0.001644825,0.000152211,0.001471939,0.00002770729,0.00003906046,0.00008192005,0.001602473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2318457,"threshold_uncertainty_score":0.9999006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01659336110086902,"score_gpt":0.2293993589449038,"score_spread":0.2128059978440348,"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."}}