{"id":"W2015336715","doi":"10.1097/ede.0b013e31816326e9","title":"Impact of Prescriber Nonresponse on Patient Representativeness","year":2008,"lang":"en","type":"article","venue":"Epidemiology","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Rofecoxib; Pharmacoepidemiology; Medical prescription; Celecoxib; Concomitant; Internal medicine; Emergency medicine; 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":[0.0004069394,0.00008527756,0.0004030211,0.00006025183,0.00002909189,2.061106e-7,0.0000656329,0.00006766562,0.001611398],"category_scores_gemma":[0.004016755,0.00005859166,0.0001318692,0.0001043328,0.0002008745,0.00001920924,0.00001960569,0.0001314773,0.0004449995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003480175,"about_ca_system_score_gemma":0.0001594224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001360546,"about_ca_topic_score_gemma":3.388184e-7,"domain_scores_codex":[0.9986443,0.0005072123,0.0003685002,0.0002100186,0.0000918882,0.0001781057],"domain_scores_gemma":[0.9977739,0.00144047,0.0001821937,0.0003941601,0.00008595537,0.0001233093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002212864,0.0003388303,0.9017695,0.00001716976,0.00009145624,0.00005635904,0.0003797208,0.000142976,0.003248842,0.0006012538,0.0873889,0.00375211],"study_design_scores_gemma":[0.0006079312,0.001375182,0.9932864,0.00005136591,0.000009301153,0.0001408469,0.00002335776,0.0001669938,0.001179543,0.0004501686,0.002655996,0.00005288192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990458,0.0001858963,0.0006555778,0.001403143,0.00008118817,0.000206123,0.000005582867,0.00001845746,0.006986062],"genre_scores_gemma":[0.9955186,0.00009672991,0.0007697309,0.00157996,0.00005036008,0.0000350635,0.00001378169,0.00000626539,0.00192948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09151692,"threshold_uncertainty_score":0.9993013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2439315968197234,"score_gpt":0.4639774559712159,"score_spread":0.2200458591514925,"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."}}