{"id":"W7100302366","doi":"","title":"Ken Potvin, BScPhm, MSc (Epidemiology), is Director of Research and Analysis at Canada’s Research-Based Pharmaceutical Companies (Rx&amp;amp;D)","year":2016,"lang":"en","type":"article","venue":"","topic":"Historical and modern epidemiology studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drug Company; Medical prescription; Drug industry; Work (physics)","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":["metaresearch","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0132446,0.000178181,0.0009213324,0.0004196569,0.00167135,0.000008632189,0.0004789997,0.0002230835,0.001540583],"category_scores_gemma":[0.0167306,0.0001111059,0.000154707,0.001169162,0.008288063,0.00006932743,0.0003729852,0.000393348,0.00008256205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001266266,"about_ca_system_score_gemma":0.000984604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7179812,"about_ca_topic_score_gemma":0.9578061,"domain_scores_codex":[0.9917856,0.004587253,0.0006154943,0.0006944176,0.00098642,0.001330769],"domain_scores_gemma":[0.9769584,0.02092469,0.0001107691,0.000412029,0.001014151,0.0005799532],"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":[0.0001529477,0.00009497615,0.3473349,0.00002622027,0.0004829086,0.000003665025,0.001686968,0.000003729434,0.0006966488,0.01006055,0.6382364,0.001220113],"study_design_scores_gemma":[0.0002974746,0.00005047855,0.02507333,0.00002064895,0.00008890789,2.896396e-7,0.0004246904,0.00006500132,0.000230468,0.004742857,0.9688286,0.0001772993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5888975,0.005964506,0.001389976,0.3381343,0.0004027121,0.0006798045,0.0002687981,0.0001427591,0.06411964],"genre_scores_gemma":[0.9267675,0.001876201,0.0009038195,0.001237004,0.0001718019,0.00003826471,0.00000749118,0.00001218683,0.06898579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.33787,"threshold_uncertainty_score":0.9996284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5497693894087495,"score_gpt":0.5447848511142637,"score_spread":0.004984538294485863,"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."}}