{"id":"W4392629635","doi":"10.53555//jptcp.v29i04.4900","title":"Journal of Population and Therapeutics and Clinical Pharmacology","year":2024,"lang":"en","type":"paratext","venue":"","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clinical pharmacology; Pharmacology; Medicine","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":[0.0004304706,0.0001104208,0.0004446776,0.00005249595,0.00003061551,0.0000220394,0.00002648695,0.0001887439,0.001579975],"category_scores_gemma":[0.00003224142,0.00006767722,0.00007121529,0.00004426834,0.00009162396,0.00003899148,0.00006224254,0.0007594303,0.00009263822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001463527,"about_ca_system_score_gemma":0.00003827984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001434862,"about_ca_topic_score_gemma":0.000002141112,"domain_scores_codex":[0.9991488,0.00008859218,0.0004228521,0.0001282004,0.0001144146,0.0000971759],"domain_scores_gemma":[0.9991157,0.0004786689,0.0001815892,0.00003677135,0.00007728024,0.0001099579],"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":[0.0008356372,0.0001490711,0.004534754,0.0007181902,0.003005371,0.00007666284,0.00007469356,2.993673e-7,0.0001735536,0.00005928721,0.8484693,0.1419032],"study_design_scores_gemma":[0.0009017335,0.0005212924,0.003680927,0.00008082557,0.002559738,0.000278493,0.00003866158,0.0001638903,0.00002653347,0.00006530271,0.9916144,0.00006820451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2100059,0.4969917,0.0001438669,0.06696717,0.02735505,0.0008476777,0.00004689501,0.00002881665,0.1976129],"genre_scores_gemma":[0.2213918,0.674128,0.0007110381,0.01475321,0.007612559,0.000002442173,0.00002689723,0.00004355943,0.08133049],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1771363,"threshold_uncertainty_score":0.9993327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1834809315449059,"score_gpt":0.5454702763021311,"score_spread":0.3619893447572251,"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."}}