{"id":"W4408292041","doi":"10.1212/ne9.0000000000200211","title":"Fostering Conversations at Your Academic Poster","year":2025,"lang":"en","type":"article","venue":"Neurology Education","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Mathematics education; Computer science; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008306429,0.001239403,0.0005157253,0.00144998,0.01464343,0.01601257,0.001679524,0.006458262,0.251334],"category_scores_gemma":[0.03730064,0.000519837,0.0008966424,0.0008214191,0.003029826,0.00814327,0.01711467,0.014411,0.1220023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00206303,"about_ca_system_score_gemma":0.004476896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004702263,"about_ca_topic_score_gemma":0.001923424,"domain_scores_codex":[0.9927205,0.003324209,0.0001623533,0.0004035437,0.002138267,0.001251108],"domain_scores_gemma":[0.9637203,0.004943002,0.001574814,0.001228612,0.004554311,0.02397887],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008262249,0.0001372398,0.0003154089,0.0001379434,0.000008523053,0.0003138861,0.006975256,0.00004686227,0.0007864177,0.01965384,0.9508441,0.02069784],"study_design_scores_gemma":[0.000023647,0.0000310687,0.0003649667,0.0001366749,0.000006266812,0.000338134,0.00984518,0.00008571743,0.0004002596,0.006341261,0.9824077,0.00001910673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01270897,0.001423876,0.007719616,0.1973152,0.1056088,0.0003208474,0.000432104,0.001931961,0.6725386],"genre_scores_gemma":[0.1443809,0.001091196,0.008460786,0.0404547,0.03680407,0.0006318042,0.0004263198,0.00249177,0.7652583],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9916936,"threshold_uncertainty_score":0.840796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06007666343762985,"score_gpt":0.3124521928139529,"score_spread":0.2523755293763231,"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."}}