{"id":"W2772653086","doi":"10.1177/2396987317747456","title":"Are there opportunities for a closer collaboration on clinical stroke research in Europe?","year":2017,"lang":"en","type":"article","venue":"European Stroke Journal","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"British Heart Foundation","keywords":"Alliance; Multinational corporation; Stroke (engine); Clinical trial; Rehabilitation; Medicine; Acute stroke; Nursing; Public relations; Business; Political science; Physical therapy; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006499217,0.0002189361,0.0004290796,0.0003842707,0.0006548818,0.0004915886,0.000633462,0.00007481796,0.00009044744],"category_scores_gemma":[0.002558657,0.0001789786,0.0001648111,0.0001130722,0.0002657385,0.0002559752,0.0002828297,0.001383343,0.000143469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001534659,"about_ca_system_score_gemma":0.0002235342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002758684,"about_ca_topic_score_gemma":0.00001269764,"domain_scores_codex":[0.9965313,0.0008924096,0.0008078521,0.0003884487,0.0008310109,0.0005489507],"domain_scores_gemma":[0.9967545,0.0002600599,0.0008000115,0.0008911255,0.0009689993,0.0003252848],"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":[0.003037006,0.0006826071,0.1441832,0.000103203,0.0003698931,0.01126993,0.0002270743,0.00001275228,0.001532289,0.0005536561,0.7879304,0.05009799],"study_design_scores_gemma":[0.005618378,0.001629658,0.2983432,0.0005659203,0.00007478399,0.0001119601,0.004579089,0.00007692706,0.0002712349,0.00001407071,0.688525,0.0001897667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6380826,0.0001262877,0.0001264488,0.0133665,0.0007094509,0.000610747,0.00007843877,0.00002922955,0.3468703],"genre_scores_gemma":[0.920082,0.0007529894,0.001190429,0.001187962,0.003133701,0.00001406338,0.0000120513,0.0001023698,0.07352439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2819994,"threshold_uncertainty_score":0.7298534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3843319003892797,"score_gpt":0.4622340364390488,"score_spread":0.07790213604976909,"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."}}