{"id":"W4408756912","doi":"10.1111/bph.70014","title":"Natural products and cancer: From drug discovery to prevention and therapy","year":2025,"lang":"en","type":"editorial","venue":"British Journal of Pharmacology","topic":"Natural Antidiabetic Agents Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Drug discovery; Medicine; Drug; Cancer therapy; Cancer drugs; Cancer; Computer science; Bioinformatics; Pharmacology; Biology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026201,0.0002122341,0.0008214985,0.0001437749,0.00009544679,0.00006241938,0.0001220482,0.0001945357,0.00003694042],"category_scores_gemma":[0.0003811583,0.0001935496,0.00008849554,0.0001251664,0.0001175485,0.0001612922,0.0001497305,0.001230891,5.918765e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001007688,"about_ca_system_score_gemma":0.0005248496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003554223,"about_ca_topic_score_gemma":0.00005496387,"domain_scores_codex":[0.9984856,0.0001370262,0.0004539494,0.000327136,0.0003682904,0.0002280248],"domain_scores_gemma":[0.998601,0.0003218034,0.0003532991,0.0000444651,0.0005894273,0.00009006747],"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":[0.0007347304,0.00009180276,0.0001268164,0.0001791272,0.0009585293,0.0004115028,0.00008704245,1.36857e-7,0.0135167,2.386361e-7,0.885393,0.09850041],"study_design_scores_gemma":[0.00677626,0.000466969,0.004835455,0.002496419,0.001331652,0.0002726113,0.00004995185,0.000001301157,0.009483239,0.00009318822,0.973936,0.0002570126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.332509,0.229017,0.000001468096,0.003715263,0.4342278,0.0003709428,0.0001401754,0.000006696629,0.00001161518],"genre_scores_gemma":[0.04223951,0.3103094,0.0003816904,0.0007622706,0.6364139,0.00002190761,0.00005965355,0.00002756346,0.009784078],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2902695,"threshold_uncertainty_score":0.7892723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008030177560996811,"score_gpt":0.3227993939376482,"score_spread":0.3147692163766514,"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."}}