{"id":"W4415497048","doi":"10.1017/cjn.2025.10459","title":"In Memoriam, Dr. Keith Brownell (May 7, 1941–March 28, 2025)","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"History of Medical Practice","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Point (geometry); Identification (biology); Context (archaeology)","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":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.009171387,0.0003889042,0.0008543141,0.002426913,0.001917639,0.000392355,0.002163476,0.0003424572,0.0008004073],"category_scores_gemma":[0.01194935,0.0002687794,0.0002989822,0.003014853,0.009755529,0.001267672,0.00009868241,0.003252668,0.00001834409],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007553661,"about_ca_system_score_gemma":0.01178242,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003042291,"about_ca_topic_score_gemma":0.06536677,"domain_scores_codex":[0.9934464,0.001484135,0.001352302,0.0007216559,0.0012758,0.001719783],"domain_scores_gemma":[0.9942133,0.001535213,0.0007033832,0.0002502973,0.0005418842,0.002755926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006027064,0.0001931957,0.8710129,0.00004447576,0.00004516037,0.04416673,0.0005821847,0.001111389,0.0001515907,0.002563128,0.07398376,0.005542838],"study_design_scores_gemma":[0.002292824,0.07865689,0.3227138,0.0003889696,0.0002080609,0.05160817,0.0006491946,0.001488483,0.000170711,0.02380882,0.5172829,0.0007312258],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8931986,0.002183125,0.00003804301,0.07413264,0.004077762,0.000245266,0.000004310059,0.00001785233,0.02610237],"genre_scores_gemma":[0.9728714,0.0005321805,0.001704047,0.02320354,0.0006901267,0.000003654578,2.630265e-7,0.00001279845,0.000981976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5482991,"threshold_uncertainty_score":0.9999765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04906763488273951,"score_gpt":0.3247818161937267,"score_spread":0.2757141813109872,"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."}}