{"id":"W4409907782","doi":"10.1212/cpj.0000000000200477","title":"Malignancy Workup in Cryptogenic Stroke","year":2025,"lang":"en","type":"article","venue":"Neurology Clinical Practice","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Malignancy; Stroke (engine); Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001184433,0.0001351664,0.0001623228,0.001134522,0.0006315398,0.0004548901,0.0003139455,0.0002477596,0.002920184],"category_scores_gemma":[0.008528414,0.000097852,0.0002522322,0.001270156,0.0003619011,0.0003614286,0.0004464264,0.0004103307,0.0002030797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001627379,"about_ca_system_score_gemma":0.002232474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07805862,"about_ca_topic_score_gemma":0.08452511,"domain_scores_codex":[0.9988411,0.0002562384,0.000182423,0.00008450254,0.0004265337,0.0002091981],"domain_scores_gemma":[0.9960707,0.001090941,0.001680754,0.00007034641,0.0006526493,0.0004345621],"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":[0.00004928691,0.00003501521,0.9886019,0.00008974449,0.00001369396,0.0001643117,0.0006373251,0.00006129493,0.00007811761,0.00003115743,0.0007070148,0.009531265],"study_design_scores_gemma":[0.000007373139,0.0001043437,0.9944253,0.0001872234,0.00002606144,0.0008398532,0.00224683,0.000232882,0.000130094,0.00007325372,0.001717435,0.000009374257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.992016,0.001270823,0.0002597586,0.001175907,0.00002858891,0.00009362722,0.0006315795,0.0000105825,0.004513174],"genre_scores_gemma":[0.9985983,0.0005688281,0.0002867824,0.0001468117,0.00001766374,0.00001296434,0.000226579,0.00000155358,0.0001405297],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.07805862,"threshold_uncertainty_score":0.1552085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03186366663060816,"score_gpt":0.424332614352454,"score_spread":0.3924689477218458,"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."}}