{"id":"W4211005696","doi":"10.1002/9781118707999.ch27","title":"Special Applications of Pharmacoepidemiology","year":2006,"lang":"en","type":"other","venue":"","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Pharmacoepidemiology; Medicine; Drug; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008850644,0.00009400794,0.0003550926,0.00005712232,0.00001167211,7.971121e-7,0.00004711738,0.0001157075,0.02078581],"category_scores_gemma":[0.00002680857,0.00006770109,0.00007275507,0.00007321803,0.00008480065,0.000004887587,0.00002857459,0.0001493024,0.0002013638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009474022,"about_ca_system_score_gemma":0.00001866879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004209104,"about_ca_topic_score_gemma":0.00008309955,"domain_scores_codex":[0.9994822,0.00002666378,0.0001727695,0.0001323284,0.00007555688,0.0001104444],"domain_scores_gemma":[0.9995316,0.0001460794,0.0001424442,0.0001124576,0.00001737703,0.0000500321],"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":[0.0000151372,0.00008664301,0.0003275768,0.0001124854,0.0001343787,0.000002080478,0.000001207411,4.220329e-8,0.00003320921,0.001494584,0.9737141,0.02407852],"study_design_scores_gemma":[0.0003398164,0.00002234505,0.0001091638,0.00001695265,0.0002509049,0.000004406361,0.00000392117,0.000003015106,0.00006766572,0.00006541821,0.9990584,0.00005795569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[4.05641e-7,0.002575877,0.0007204421,0.001387707,0.0002139045,0.0003560001,0.00003024603,0.00005263937,0.9946628],"genre_scores_gemma":[0.00003253697,0.002423812,0.001372118,0.001144117,0.01301092,0.00003725097,0.00004076041,0.00007870406,0.9818598],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0253443,"threshold_uncertainty_score":0.9801093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0772587550310384,"score_gpt":0.446372504601834,"score_spread":0.3691137495707956,"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."}}