{"id":"W2331212667","doi":"10.1177/1715163514562765","title":"CPhA Advocacy","year":2014,"lang":"fr","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Association des pharmaciens du Canada","keywords":"Political science; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007479962,0.0007174494,0.0008399724,0.0006431453,0.004523925,0.0003680876,0.00166099,0.0004125396,0.05533221],"category_scores_gemma":[0.01090545,0.000754974,0.0002925048,0.001183827,0.0008396342,0.001154337,0.0001661408,0.006849642,0.001246781],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006527076,"about_ca_system_score_gemma":0.04590244,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3171118,"about_ca_topic_score_gemma":0.5214239,"domain_scores_codex":[0.986542,0.005152327,0.001544836,0.0007422319,0.001536196,0.00448245],"domain_scores_gemma":[0.9758141,0.003203389,0.0007740003,0.0005828404,0.001530341,0.01809533],"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":[0.000144564,0.00005968214,0.0005786756,0.0009945204,0.0001997142,0.0467939,0.002067755,0.00009476166,0.0001442848,0.0005148264,0.4858069,0.4626004],"study_design_scores_gemma":[0.002544027,0.0001154945,0.00001803654,0.0002071396,0.0002027153,0.1629038,0.00007005682,0.006016938,0.0001247311,0.0005719693,0.8265681,0.0006570164],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3905732,0.1116233,0.003719541,0.07082579,0.1337039,0.00440713,0.004064027,0.0002167749,0.2808664],"genre_scores_gemma":[0.8258759,0.0803778,0.0005010294,0.02864404,0.01364111,0.00003923488,0.0000627315,0.0001539972,0.0507041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4619434,"threshold_uncertainty_score":0.9995309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09729866769063564,"score_gpt":0.4124140279315918,"score_spread":0.3151153602409561,"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."}}