{"id":"W4401667000","doi":"10.31579/2693-4779/204","title":"Phase IV Drug Development:Post-Marketing Studies","year":2024,"lang":"en","type":"article","venue":"Clinical Research and Clinical Trials","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Karachi; University of Calgary","keywords":"Drug development; Drug; Business; Marketing; Pharmacology; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03170105,0.0006226194,0.0007972684,0.001018103,0.001456857,0.003382602,0.0009414254,0.001350526,0.02309079],"category_scores_gemma":[0.08034176,0.0004165848,0.001132481,0.001556236,0.00110507,0.00229735,0.001643089,0.002369458,0.005373988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001565596,"about_ca_system_score_gemma":0.003299012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006967527,"about_ca_topic_score_gemma":0.0009484979,"domain_scores_codex":[0.9706626,0.01706043,0.002658109,0.002080523,0.006426784,0.001111552],"domain_scores_gemma":[0.9078801,0.03713481,0.02005119,0.0105198,0.02096914,0.00344502],"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":[0.03307786,0.007869732,0.09153384,0.006624454,0.00115252,0.000679287,0.004702632,0.0006842958,0.005044805,0.01166173,0.05482635,0.7821425],"study_design_scores_gemma":[0.003863924,0.08980755,0.1837716,0.00450821,0.001690608,0.001816427,0.003963471,0.001362312,0.02277512,0.008954751,0.6772804,0.0002057289],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5632445,0.04152806,0.03461691,0.01159965,0.004098604,0.04742894,0.01820143,0.001122118,0.2781598],"genre_scores_gemma":[0.9115853,0.009199798,0.01478082,0.007760587,0.001868905,0.01535599,0.00512816,0.000321967,0.03399856],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03170105,"threshold_uncertainty_score":0.1676532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8494036240734456,"score_gpt":0.6818881618903232,"score_spread":0.1675154621831224,"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."}}