{"id":"W4214608552","doi":"10.53879/id.58.08.p0005","title":"COMBINATORIAL DRUGS","year":2021,"lang":"en","type":"article","venue":"INDIAN DRUGS","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blood pressure; Pill; Medicine; Population; Quarter (Canadian coin); Internal medicine; Pharmacology; Geography; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001334005,0.00009857069,0.0001946264,0.0000432164,0.00006522385,0.00002967527,0.00005862892,0.00007657312,0.001342365],"category_scores_gemma":[0.0001848513,0.00008866897,0.0001019023,0.000198257,0.00003985312,0.0001102091,0.00004874688,0.0002965031,0.0006939246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004619471,"about_ca_system_score_gemma":0.0001783202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000171563,"about_ca_topic_score_gemma":8.570087e-7,"domain_scores_codex":[0.9990493,0.00005666526,0.0001736145,0.0001907106,0.0002950939,0.0002346222],"domain_scores_gemma":[0.9991961,0.0001923315,0.00004860194,0.0002314296,0.0000760866,0.0002554237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002353245,0.005021464,0.4698136,0.001582449,0.001460528,0.00935643,0.04359955,0.000004838571,0.00774995,0.09609441,0.06087672,0.3020868],"study_design_scores_gemma":[0.006249928,0.0001687827,0.00764245,0.00009947626,0.0001918711,0.0001581915,0.001704399,0.00008234655,0.02074889,0.004958888,0.9576983,0.0002964546],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8497949,0.0003334723,0.000003470399,0.008318485,0.00193419,0.0001729944,0.000008759369,0.00006875575,0.1393649],"genre_scores_gemma":[0.9917551,0.0000466607,0.0001215528,0.004952518,0.0004372606,0.000005718595,0.00003559288,0.0000160516,0.002629595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8968216,"threshold_uncertainty_score":0.9995705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04963504981224388,"score_gpt":0.3670776626437008,"score_spread":0.3174426128314569,"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."}}