{"id":"W4414811884","doi":"10.1017/cjn.2025.10437","title":"Not Just Another Stroke","year":2025,"lang":"fr","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002687967,0.000450547,0.0009603186,0.001583249,0.004094886,0.004734259,0.0008486098,0.004753374,0.04353806],"category_scores_gemma":[0.0119419,0.0002278086,0.0007057899,0.001006966,0.002895451,0.005164457,0.002646969,0.007051616,0.01136504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001825955,"about_ca_system_score_gemma":0.008995017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01107815,"about_ca_topic_score_gemma":0.03127253,"domain_scores_codex":[0.9970315,0.0005228195,0.0003221693,0.0003794466,0.000990996,0.0007529975],"domain_scores_gemma":[0.9922241,0.001037447,0.0005683863,0.0008355462,0.002416971,0.002917525],"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":[0.00007559823,0.0001904408,0.005075232,0.0003541831,0.00009708079,0.001031018,0.0010538,0.00003556285,0.0003600792,0.04387318,0.8121809,0.1356728],"study_design_scores_gemma":[0.00004562041,0.00009623593,0.00715584,0.001062778,0.00007876474,0.004220074,0.00122673,0.00002742271,0.0002041494,0.02262374,0.9632236,0.00003525057],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008570424,0.02215155,0.001058829,0.5394655,0.04687025,0.000060873,0.0006321807,0.0001870549,0.3810034],"genre_scores_gemma":[0.1582485,0.04018006,0.001606182,0.4142884,0.06287067,0.0001155683,0.001720921,0.0001733101,0.3207964],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04353806,"threshold_uncertainty_score":0.1456493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07723633918014883,"score_gpt":0.351680208565129,"score_spread":0.2744438693849802,"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."}}