{"id":"W18175096","doi":"10.1071/he09058","title":"Using mass media to teach the warning signs of stroke: the long and the short of it","year":2009,"lang":"en","type":"article","venue":"Health Promotion Journal of Australia","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Stroke Network","keywords":"Stroke (engine); Medicine; Warning signs; Public health; Advertising; Medical emergency; Mass media; Emergency medicine; Nursing; Business","routes":{"ca_aff":false,"ca_fund":true,"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":[0.00585092,0.0001593516,0.0005157721,0.0001534519,0.001071212,0.00001199942,0.0006564196,0.0001315661,0.00007781199],"category_scores_gemma":[0.001090701,0.00008054728,0.0001118793,0.0003605233,0.0002439808,0.0001771632,0.00009134372,0.001640258,0.000003207609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002198786,"about_ca_system_score_gemma":0.0007768396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003206358,"about_ca_topic_score_gemma":0.0001106856,"domain_scores_codex":[0.992043,0.004527512,0.002134153,0.0001417296,0.000694879,0.0004587686],"domain_scores_gemma":[0.9947303,0.001401409,0.002143077,0.0006122828,0.0008671033,0.0002458623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002109255,0.0007941745,0.362058,0.003609413,0.0003712883,0.00001023877,0.555801,0.003830228,0.008545855,0.01282449,0.02618871,0.02385728],"study_design_scores_gemma":[0.007649558,0.00627272,0.7836335,0.01100169,0.0003982927,0.0002161327,0.1733606,0.00260052,0.001382069,0.006772577,0.006098752,0.0006135266],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7485992,0.001332012,0.003908021,0.2423909,0.0009198487,0.002716033,0.00002832425,0.00001403211,0.0000916703],"genre_scores_gemma":[0.9951671,0.0002404305,0.002872244,0.001328332,0.0002403901,0.00001769197,0.000002831221,0.00001398459,0.0001170057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4215755,"threshold_uncertainty_score":0.8239006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4703878403312986,"score_gpt":0.5129420516084641,"score_spread":0.04255421127716547,"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."}}