{"id":"W2400796243","doi":"10.1017/s0317167100013299","title":"Cerebral Abscess Crossing Midline","year":2012,"lang":"fr","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Infectious Diseases and Tuberculosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Abscess; Medicine; Brain abscess; Computer science; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.007506455,0.0006326154,0.0009677097,0.001332529,0.006915163,0.002045701,0.001784495,0.0004942804,0.002182009],"category_scores_gemma":[0.003684444,0.0004538083,0.000720518,0.002165874,0.02033802,0.002869049,0.0001096213,0.00255111,0.00004773041],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008527367,"about_ca_system_score_gemma":0.009586106,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006359536,"about_ca_topic_score_gemma":0.04206315,"domain_scores_codex":[0.9908444,0.001528144,0.001528519,0.0006194768,0.001265272,0.004214193],"domain_scores_gemma":[0.989085,0.000796272,0.00121215,0.0002283645,0.0008257732,0.00785248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001088066,0.0001757653,0.9769828,0.00004859684,0.00005829093,0.00669884,0.0007632961,0.001370669,0.00001964656,0.002517355,0.003016792,0.008239095],"study_design_scores_gemma":[0.0009461252,0.06572419,0.7321432,0.0004029326,0.0005191939,0.1485535,0.0006595493,0.001704352,0.0001160768,0.006964457,0.04148669,0.0007796702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9211949,0.0467531,0.00003689679,0.01182123,0.01144232,0.0002078458,0.0000415693,0.00002232839,0.00847986],"genre_scores_gemma":[0.9835701,0.001259212,0.001249882,0.008368788,0.005217072,0.000002133536,6.850697e-7,0.00003038546,0.0003017139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2448396,"threshold_uncertainty_score":0.9997914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03647102472864205,"score_gpt":0.2973671750164945,"score_spread":0.2608961502878524,"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."}}