{"id":"W6995981193","doi":"","title":"A protocol for investigation of the effects of outdoor pollution on stroke incidence, phenotypes and survival using the South London Stroke register.","year":2006,"lang":"en","type":"article","venue":"Research Portal (King's College London)","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Stroke (engine); Protocol (science); Ischemic stroke; Acute stroke","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":[0.0273216,0.001776495,0.003744275,0.007457403,0.002591842,0.001835938,0.002301776,0.002885276,0.09214368],"category_scores_gemma":[0.03922106,0.002646515,0.002894112,0.007696998,0.0008360493,0.001586467,0.001931493,0.002422751,0.02149284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004161268,"about_ca_system_score_gemma":0.0134428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008595346,"about_ca_topic_score_gemma":0.01513897,"domain_scores_codex":[0.9795074,0.008735828,0.008714253,0.001000611,0.00120686,0.0008349514],"domain_scores_gemma":[0.9716439,0.008486822,0.003864766,0.005383351,0.008945945,0.001675277],"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":[0.06430648,0.006574294,0.03392211,0.04570209,0.002044436,0.002721573,0.004840854,0.003309092,0.006316024,0.01042526,0.6326135,0.1872243],"study_design_scores_gemma":[0.07692056,0.01090508,0.1917783,0.01659613,0.001501715,0.001195897,0.003100967,0.004526438,0.004129881,0.006459792,0.682057,0.0008282215],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.005358746,0.0004818452,0.006415201,0.0004676042,0.0003763638,0.9125039,0.06669988,0.0004096928,0.007286731],"genre_scores_gemma":[0.003502448,0.0003068642,0.005417845,0.000240852,0.00005555945,0.9675456,0.01935475,0.00003986978,0.003536135],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09214368,"threshold_uncertainty_score":0.3082513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04835195258872255,"score_gpt":0.3487895984064409,"score_spread":0.3004376458177183,"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."}}