{"id":"W4413831804","doi":"10.5334/gh.1457","title":"WHF Roadmap on Single Pill Combination Therapies","year":2025,"lang":"en","type":"review","venue":"Global Heart","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"World Heart Federation","keywords":"Medicine; Pill; Pharmacology","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":[0.007836538,0.001353402,0.002784098,0.006527628,0.0005228634,0.002826419,0.003172809,0.003910579,0.04125147],"category_scores_gemma":[0.01116877,0.0006769836,0.004058531,0.003832542,0.0005239639,0.002796586,0.003008805,0.003297425,0.008865491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003290065,"about_ca_system_score_gemma":0.01434829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01088069,"about_ca_topic_score_gemma":0.01381366,"domain_scores_codex":[0.9971693,0.0007882335,0.0004240237,0.0001713296,0.001112828,0.0003342891],"domain_scores_gemma":[0.9918873,0.004308049,0.0009418663,0.0001747376,0.002288527,0.0003994672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002339007,0.0001178352,0.00007997655,0.07331903,0.0002333032,0.0001234812,0.0001003074,0.0005460216,0.0003605933,0.01154001,0.1575423,0.7558033],"study_design_scores_gemma":[0.0001439748,0.0001712886,0.0005749569,0.06636613,0.0003973645,0.0001154172,0.0000353868,0.0001160511,0.0001046124,0.002768363,0.9291866,0.00001990762],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004870709,0.915545,0.001615835,0.01741557,0.004942467,0.002053178,0.005862304,0.0003378201,0.0517408],"genre_scores_gemma":[0.003101788,0.9659412,0.005388886,0.008385297,0.001017774,0.001926127,0.004138556,0.00007890317,0.01002153],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04125147,"threshold_uncertainty_score":0.1379998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04099898008394721,"score_gpt":0.3625311230022921,"score_spread":0.3215321429183449,"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."}}