{"id":"W4239674834","doi":"10.1017/cjn.2018.36","title":"Canadian Association of Neuropathologists L’Association Canadienne des Neuropathologistes","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Autopsy Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neuropathology; Library science; Medicine; Psychology; Gerontology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.009456923,0.0004003884,0.000861144,0.001678077,0.002514039,0.0003653736,0.001460997,0.0004256745,0.0003123648],"category_scores_gemma":[0.01485715,0.000288575,0.0003808843,0.001961801,0.005457032,0.0007453415,0.0000683829,0.001343391,0.000008070825],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002751162,"about_ca_system_score_gemma":0.006976628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1088937,"about_ca_topic_score_gemma":0.9027925,"domain_scores_codex":[0.9935903,0.001165713,0.001301054,0.0005786449,0.0009007361,0.002463562],"domain_scores_gemma":[0.992034,0.0007191151,0.001809409,0.0002349899,0.001968255,0.003234273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005868544,0.00002612742,0.9910789,0.00001218289,0.00001953584,0.004333106,0.0004143022,0.00006735518,0.0002044701,0.0004806301,0.001252116,0.002052657],"study_design_scores_gemma":[0.0004272919,0.06106825,0.9021792,0.00007568044,0.0001285764,0.01898617,0.0001738811,0.0002598682,0.0005412977,0.007567991,0.008261071,0.0003306875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824589,0.0003623441,0.00002845922,0.008060124,0.001266754,0.0002204395,0.00003232676,0.00003638219,0.007534285],"genre_scores_gemma":[0.9910622,0.0003395943,0.003043798,0.004737741,0.0004451093,0.000002455515,7.507692e-7,0.00002104014,0.0003473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7938987,"threshold_uncertainty_score":0.9999567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02912706325095927,"score_gpt":0.2794897881600231,"score_spread":0.2503627249090639,"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."}}