{"id":"W4281756034","doi":"10.1016/j.ijcard.2022.06.013","title":"Is Polypill the magic pill?","year":2022,"lang":"en","type":"letter","venue":"International Journal of Cardiology","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Medicine; Polypill; Pill; MAGIC (telescope); Traditional medicine; Pharmacology; Internal medicine; Aspirin","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":[0.002724646,0.0006939761,0.001051312,0.0008715533,0.005376445,0.003526747,0.001257475,0.05462796,0.0117281],"category_scores_gemma":[0.02165924,0.0006231323,0.00103762,0.0007400097,0.00206887,0.004108202,0.001211391,0.03651154,0.004802167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003584558,"about_ca_system_score_gemma":0.005946546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01662982,"about_ca_topic_score_gemma":0.02966154,"domain_scores_codex":[0.9967397,0.0009795619,0.0004026234,0.0003988913,0.0008718804,0.0006074187],"domain_scores_gemma":[0.9936219,0.002623979,0.0005891094,0.0001494052,0.0008918475,0.002123797],"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":[0.0001333091,0.0001897308,0.004356347,0.00008314646,0.00003790942,0.01125599,0.0005375422,0.0001116047,0.0003561554,0.007956638,0.9543124,0.02066917],"study_design_scores_gemma":[0.0002435908,0.0003375449,0.006533344,0.0009011755,0.00006380477,0.01357736,0.001876747,0.00130481,0.0002360249,0.01790808,0.9568811,0.0001364035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007736205,0.000476804,0.00005181469,0.9874981,0.006026719,0.00001114421,0.00003245924,0.00001102498,0.005118293],"genre_scores_gemma":[0.00626461,0.0008182589,0.000280663,0.9564283,0.02137595,0.00003571328,0.00002236556,0.00001705374,0.01475698],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05462796,"threshold_uncertainty_score":0.03923446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05538945804661555,"score_gpt":0.3436958327273421,"score_spread":0.2883063746807265,"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."}}