{"id":"W4389446739","doi":"10.1212/wnl.96.15_supplement.1895","title":"Improved Identification of FAST Stroke Signs in the Population After Multiple Public Awareness Campaigns in Quebec, Canada (1895)","year":2021,"lang":"en","type":"article","venue":"Neurology","topic":"Safety Warnings and Signage","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Heart and Stroke Foundation; Université de Montréal; Centre Hospitalier de l’Université de Montréal; McGill University","funders":"","keywords":"Identification (biology); Stroke (engine); Population; Medicine; Public health; Environmental health; Engineering; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002814472,0.0001122275,0.0002046637,0.0001225949,0.00003368582,0.00001843829,0.0002021522,0.0001402475,0.0002566071],"category_scores_gemma":[0.0001701354,0.00009806947,0.00004010872,0.0003206016,0.00003523025,0.00007473193,0.0000371797,0.0002822787,0.000004270078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004123637,"about_ca_system_score_gemma":0.0001791143,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7794422,"about_ca_topic_score_gemma":0.9940084,"domain_scores_codex":[0.9981199,0.0006751291,0.0004466207,0.0003412675,0.000129424,0.0002876977],"domain_scores_gemma":[0.9990211,0.0003250834,0.0001664129,0.0003963344,0.00006262604,0.00002840733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00020826,0.0001536241,0.9692466,0.00001122985,0.00001166264,0.0001599551,0.002298498,0.0001399472,0.02593344,0.0003431991,0.0001014639,0.001392138],"study_design_scores_gemma":[0.0006125723,0.00006700418,0.9966738,0.00000168603,0.000006033304,0.00001019207,0.000722304,0.0006196487,0.0002171149,0.00004045152,0.0009477488,0.00008141881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961563,0.00007821454,0.0002167472,0.002514245,0.0006353374,0.0002060729,0.00003464444,0.000009662029,0.000148802],"genre_scores_gemma":[0.9982158,0.000002084645,0.000004196713,0.001170412,0.00004382562,0.0001105739,0.0000913058,0.00001399731,0.0003478134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2145663,"threshold_uncertainty_score":0.3999157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.017707917520277,"score_gpt":0.2598575444855307,"score_spread":0.2421496269652537,"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."}}