{"id":"W4210352319","doi":"10.1177/2292550317728079","title":"Oral Examination","year":2017,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; University of Ottawa","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0001562699,0.00005965646,0.0001899983,0.00003940086,0.0001167266,0.00003348399,0.00003851395,0.00005342818,0.0003177426],"category_scores_gemma":[0.04469351,0.00004565388,0.00005358664,0.00002144013,0.00006365217,0.00005115469,0.00002338613,0.00005552968,0.0002334812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008325394,"about_ca_system_score_gemma":0.00003381009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001128917,"about_ca_topic_score_gemma":0.000003165282,"domain_scores_codex":[0.9995107,0.00001343692,0.0001155466,0.0001052129,0.0001201138,0.0001349646],"domain_scores_gemma":[0.9940217,0.005583035,0.00005760733,0.0002075768,0.00004171997,0.00008836546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000050121,0.0002056894,0.9477003,0.00006543934,0.00001846537,0.0003049421,0.00001588393,0.000001156801,0.00007275074,0.001002796,0.0179105,0.03265202],"study_design_scores_gemma":[0.0002005424,0.00002922121,0.9951032,0.0000658214,0.00002619432,0.00001940256,0.00001280093,0.0003448575,0.0001441073,0.0001377319,0.003855678,0.00006040517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898242,0.00005274501,0.0009524697,0.000350436,0.001250204,0.00004234539,0.000002553506,0.00004124311,0.007483822],"genre_scores_gemma":[0.9995533,0.0000339033,0.0001083138,0.0000826272,0.00007089422,0.000006746482,0.00001300125,0.000006130839,0.0001250789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.047403,"threshold_uncertainty_score":0.9633535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07286236858147853,"score_gpt":0.3075811913276931,"score_spread":0.2347188227462146,"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."}}