{"id":"W4392605885","doi":"10.4103/neurol-india.neurol-india-d-23-00454","title":"Cryptogenic Stroke: Are We Missing Cancer?","year":2024,"lang":"en","type":"article","venue":"Neurology India","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stroke (engine); Cancer; Atrial fibrillation; Malignancy; Incidence (geometry); Etiology; Breast cancer; Internal medicine; Pediatrics; Cardiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007830407,0.0001568345,0.0002323626,0.0001850746,0.00004759264,0.000023202,0.0001156176,0.0001515764,0.0007248297],"category_scores_gemma":[0.00003319953,0.0001412142,0.0001000954,0.0001805394,0.00008353127,0.00004233378,0.00009664,0.0005138713,0.0002338663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004724695,"about_ca_system_score_gemma":0.00009829091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001394656,"about_ca_topic_score_gemma":0.00000400039,"domain_scores_codex":[0.9988722,0.00003278188,0.0001812764,0.0003961011,0.000180011,0.0003376247],"domain_scores_gemma":[0.9994628,0.00007760045,0.00004564999,0.0002840584,0.00002090838,0.0001089132],"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":[0.0003280753,0.00008756555,0.1216421,0.0005377149,0.0006826716,0.006822438,0.0005578606,0.00001786992,0.03793544,0.0003770796,0.7649845,0.06602667],"study_design_scores_gemma":[0.0007873081,0.0002768076,0.06006756,0.0001243891,0.0003755601,0.0004127326,0.00004219016,0.000682951,0.004943372,0.00006649104,0.9320549,0.0001656855],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.865237,0.008529312,0.0002447159,0.09538446,0.002119383,0.0003793073,0.00004111422,0.0004456531,0.02761906],"genre_scores_gemma":[0.9840698,0.0007368402,0.0002358287,0.01025885,0.0007080496,0.00004813965,0.00001062488,0.00004884129,0.003883049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1670705,"threshold_uncertainty_score":0.7936377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02207730416898306,"score_gpt":0.2972280319190475,"score_spread":0.2751507277500644,"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."}}