{"id":"W4400702466","doi":"10.1159/000540056","title":"Seasonal Variations in Stroke Occurrence","year":2024,"lang":"en","type":"article","venue":"Neuroepidemiology","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto; Ottawa Hospital","funders":"","keywords":"Medicine; Stroke (engine)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004488605,0.00007959844,0.0001358649,0.00004764536,0.0000397325,0.000009298979,0.0001090309,0.00005924475,0.003168786],"category_scores_gemma":[0.0005041092,0.00007041218,0.00003012597,0.0002093731,0.00006897161,0.0001048208,0.00008702532,0.0002401409,0.001763691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008320833,"about_ca_system_score_gemma":0.00001598232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001929883,"about_ca_topic_score_gemma":0.0002895365,"domain_scores_codex":[0.9989009,0.0001687734,0.0002076739,0.0002852352,0.00007234094,0.0003650812],"domain_scores_gemma":[0.9989743,0.0007651311,0.00002396543,0.0001238005,0.00000170892,0.0001111089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001525073,0.00005954601,0.7827401,0.00004117435,0.000002744727,0.000143774,0.0004589497,0.0006232949,0.002034512,0.004462529,0.1620144,0.04740376],"study_design_scores_gemma":[0.000128663,0.0001010397,0.8358225,0.00002773408,0.000005673775,0.00004941417,0.00001144799,0.02933405,0.00001723426,0.005058302,0.1293179,0.0001260655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.952451,0.0004797671,0.0008247531,0.02795987,0.001441736,0.000249006,0.0001934066,0.0001570713,0.0162434],"genre_scores_gemma":[0.9938045,0.0002801491,0.0002345543,0.005290313,0.0000930544,0.00002377468,0.0000203963,0.000006347423,0.000246905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05308241,"threshold_uncertainty_score":0.9990135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08943380286928235,"score_gpt":0.36631467457362,"score_spread":0.2768808717043377,"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."}}