{"id":"W4416741839","doi":"10.1136/pn-2024-004473","title":"Neurological letter from Canada","year":2025,"lang":"en","type":"article","venue":"Practical Neurology","topic":"Neurology and Historical Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007088563,0.0001858212,0.0002890259,0.00004966361,0.0003118452,0.000018661,0.0002943053,0.0001696059,0.0003809746],"category_scores_gemma":[0.004780374,0.0001575672,0.00005488252,0.0002395956,0.0003623556,0.00008303537,0.0003058912,0.001071837,0.0001468076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001889921,"about_ca_system_score_gemma":0.0001689869,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03227183,"about_ca_topic_score_gemma":0.04143929,"domain_scores_codex":[0.9976333,0.0006481139,0.0002645409,0.0007766329,0.0001974139,0.0004799835],"domain_scores_gemma":[0.9939672,0.005532587,0.00006511313,0.0003138371,0.00002076549,0.0001004806],"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":[0.002875077,0.0006557949,0.04724868,0.00001137093,0.00004371202,0.009529348,0.00003484169,0.0000293143,0.0522142,0.1107351,0.7731186,0.003504016],"study_design_scores_gemma":[0.0003472277,0.0002204071,0.03761016,5.248532e-7,0.00002725031,0.00005605273,5.694238e-7,0.0001447751,0.003100037,0.008680976,0.9496769,0.0001351603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5741837,0.00005528027,0.0002931487,0.399251,0.00316285,0.0001450408,0.00001322138,0.0001325107,0.02276329],"genre_scores_gemma":[0.6775199,0.00002429992,0.00004071195,0.3219816,0.000134557,0.00001808417,6.774933e-7,0.000006832747,0.0002732814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1765583,"threshold_uncertainty_score":0.9760519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03728358522683372,"score_gpt":0.2855438153755064,"score_spread":0.2482602301486727,"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."}}