{"id":"W4391805843","doi":"10.1212/wnl.0000000000209227","title":"Teaching NeuroImage: Transcalvarial Lymphoma","year":2024,"lang":"en","type":"article","venue":"Neurology","topic":"CNS Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Lymphoma; Medicine; Computer science; Psychology; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003172328,0.0006597161,0.000340315,0.001311772,0.001185165,0.001181923,0.0007763758,0.00212963,0.0411199],"category_scores_gemma":[0.002865665,0.0001760119,0.0004440598,0.001204622,0.001460069,0.001470969,0.0008256536,0.002248505,0.01015164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002079974,"about_ca_system_score_gemma":0.001883291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003293754,"about_ca_topic_score_gemma":0.008457987,"domain_scores_codex":[0.9997361,0.00003442021,0.00002674193,0.00004690299,0.00006792303,0.00008790002],"domain_scores_gemma":[0.9990428,0.0003010671,0.0001556311,0.00008280505,0.0001701774,0.0002473923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0004522142,0.0006607954,0.03556759,0.001165152,0.0001319757,0.3343093,0.0005286791,0.001081967,0.007662981,0.01321281,0.1739025,0.431324],"study_design_scores_gemma":[0.0001596147,0.0002993046,0.02001168,0.0008407001,0.0001590079,0.756271,0.0006858566,0.001065417,0.004711573,0.01859642,0.1971544,0.00004503389],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1778939,0.07016339,0.01086369,0.1141117,0.01587972,0.0001841897,0.0004942912,0.001084859,0.6093243],"genre_scores_gemma":[0.7797741,0.05610811,0.006784467,0.02671812,0.04349545,0.00007558218,0.0003464923,0.0004026454,0.08629501],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0411199,"threshold_uncertainty_score":0.1375598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01439536319880481,"score_gpt":0.2799370393897556,"score_spread":0.2655416761909508,"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."}}