{"id":"W4240026911","doi":"10.1017/cjn.2021.84","title":"Canadian Association of Neuropathologists L’Association Canadienne des Neuropathologistes","year":2021,"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; Presentation (obstetrics); Library science; Psychology; Medicine; Gerontology; Pathology; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007766546,0.0015566,0.001720012,0.006221598,0.009531885,0.009767517,0.003122894,0.00482262,0.1293259],"category_scores_gemma":[0.02680066,0.001205935,0.00121694,0.006794226,0.005167449,0.003509658,0.004872929,0.00876193,0.04145757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02993119,"about_ca_system_score_gemma":0.1354897,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7247414,"about_ca_topic_score_gemma":0.801593,"domain_scores_codex":[0.9845673,0.001325419,0.0009579174,0.001828703,0.008491587,0.002829033],"domain_scores_gemma":[0.9087247,0.003470145,0.002586041,0.00295134,0.07082119,0.01144654],"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":[0.00005869385,0.00002125,0.002652764,0.0002832634,0.00003154586,0.0001819284,0.0001358667,0.00005569076,0.0002040891,0.004903878,0.9319612,0.05950975],"study_design_scores_gemma":[0.00001367546,0.000008502843,0.003527513,0.0005419963,0.00001497419,0.0004917977,0.0002374652,0.00007767919,0.00007396918,0.001241088,0.9937425,0.00002878665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003276018,0.1258125,0.00809596,0.193969,0.07380234,0.0007078261,0.00938283,0.001448928,0.5835046],"genre_scores_gemma":[0.04709037,0.1662721,0.01406474,0.06352508,0.01677069,0.001029611,0.01371144,0.001207607,0.6763284],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7247414,"threshold_uncertainty_score":0.5537593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02851729372471325,"score_gpt":0.2739262532320667,"score_spread":0.2454089595073534,"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."}}