{"id":"W4385295040","doi":"10.1017/cjn.2023.258","title":"Clinical Neuropathology Conference: “It’s Getting on My Nerves”","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto; London Health Sciences Centre; Western University","funders":"","keywords":"Neuropathology; Content (measure theory); Action (physics); Medicine; Neuroscience; Computer science; Psychology; Pathology; Physics; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001254374,0.0005777623,0.0005373035,0.0006272434,0.002734723,0.001847211,0.001025303,0.004947629,0.1027694],"category_scores_gemma":[0.004660978,0.0002232371,0.0008211209,0.0003509572,0.000859407,0.001874722,0.001200747,0.007007541,0.02896637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002176357,"about_ca_system_score_gemma":0.003202494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008761143,"about_ca_topic_score_gemma":0.01966674,"domain_scores_codex":[0.9993305,0.0001120402,0.00005417195,0.00009441549,0.000239045,0.0001697569],"domain_scores_gemma":[0.998175,0.0001319831,0.00005461728,0.00006590986,0.0009734067,0.0005990969],"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":[0.00008798366,0.00003256402,0.0005154551,0.00006305323,0.00000989097,0.001877515,0.00009391078,0.00002553557,0.0003905465,0.0004570881,0.9789833,0.01746317],"study_design_scores_gemma":[0.00007724766,0.0001380805,0.003409009,0.0006177205,0.00003449481,0.008880359,0.0006981679,0.0001162671,0.0009327176,0.001535316,0.9835134,0.00004730889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01127163,0.00635375,0.001985732,0.7609646,0.065568,0.0004662704,0.001475332,0.0009741534,0.1509404],"genre_scores_gemma":[0.06954999,0.008683519,0.002961457,0.3537331,0.01546639,0.0003790144,0.00179161,0.0007072815,0.5467276],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1027694,"threshold_uncertainty_score":0.3437979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1040387806168076,"score_gpt":0.3549290251627589,"score_spread":0.2508902445459513,"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."}}