{"id":"W2010859221","doi":"10.1186/s12889-015-1475-1","title":"Perceptions of the population regarding generic drugs in Brazil: a nationwide survey","year":2015,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Universidade de São Paulo","keywords":"Medicine; Biostatistics; Population; Socioeconomic status; Public health; Gerontology; Perception; Environmental health; Family medicine; Nursing; Psychology","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":[0.0009175128,0.0001493076,0.000266917,0.0007065769,0.0004102216,0.0004988346,0.0002347093,0.0003484134,0.001278018],"category_scores_gemma":[0.002357602,0.0002646513,0.0004059285,0.000738087,0.0003595254,0.0004691095,0.0005828847,0.0003867779,0.0001721121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006336768,"about_ca_system_score_gemma":0.0007235114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03432239,"about_ca_topic_score_gemma":0.03820948,"domain_scores_codex":[0.9995566,0.0001106897,0.00006779494,0.00005303706,0.0001339076,0.00007790086],"domain_scores_gemma":[0.9988587,0.0001558927,0.0005819024,0.0000468127,0.0001652776,0.0001913715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002059034,0.00007772825,0.9864738,0.0001434684,0.00002935982,0.0001637879,0.005024811,0.00001742665,0.0006589766,0.0001001338,0.0004244513,0.006865561],"study_design_scores_gemma":[0.00000448337,0.0001098364,0.9898424,0.00009792211,0.00001918944,0.0002816847,0.007568286,0.00008902367,0.00007161212,0.00003567628,0.001871223,0.000008663054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969023,0.0003124228,0.0000815034,0.0004072014,0.000005303914,0.00004553029,0.0006716321,0.000003440557,0.001570654],"genre_scores_gemma":[0.9986474,0.0004803409,0.000170363,0.0002026882,0.00000447697,0.00002692276,0.0002779117,0.000001539972,0.0001883675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03432239,"threshold_uncertainty_score":0.06824523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2085078237389088,"score_gpt":0.3697604662547268,"score_spread":0.161252642515818,"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."}}