{"id":"W2053775148","doi":"10.1227/01.neu.0000255410.69022.e8","title":"E. LATUNDE ODEKU","year":2007,"lang":"en","type":"article","venue":"Neurosurgery","topic":"History of Medical Practice","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Neurosurgery; Diligence; Family medicine; Surgery; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008833428,0.00008974432,0.0001854772,0.0001171612,0.00005929037,0.000005988113,0.0000486572,0.00008762736,0.0006213815],"category_scores_gemma":[0.002283476,0.00008366899,0.00008783531,0.0001743356,0.0001029501,0.00008474514,0.00001898454,0.0004077351,0.0007676288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005180774,"about_ca_system_score_gemma":0.00008669771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007270673,"about_ca_topic_score_gemma":0.000002185567,"domain_scores_codex":[0.998817,0.00003398482,0.0002398627,0.0002023562,0.0004176652,0.0002891279],"domain_scores_gemma":[0.9985517,0.0007252202,0.00006267858,0.0002831096,0.00004125195,0.0003360884],"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":[0.001253486,0.000863374,0.06165519,0.0001696539,0.00004995804,0.01184522,0.0002439794,0.000002302952,0.09774177,0.0006277281,0.7318394,0.09370793],"study_design_scores_gemma":[0.000348792,0.00006554708,0.07190412,0.0000220577,0.00002996771,0.0004154202,0.00001275544,0.00001809506,0.001515218,0.00002332414,0.9255636,0.00008109087],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7970126,0.0002998764,0.001216162,0.006697197,0.002938526,0.0001673184,0.000001076411,0.0003051184,0.1913622],"genre_scores_gemma":[0.9726421,0.00002624102,0.0005092909,0.01498288,0.0005573952,0.000001618983,0.000003587089,0.00003014059,0.01124675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1937242,"threshold_uncertainty_score":0.9866571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03359559534724996,"score_gpt":0.3095861126626936,"score_spread":0.2759905173154437,"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."}}