{"id":"W2941706251","doi":"10.1007/s40290-019-00278-z","title":"Evaluation of Physician Knowledge of the Key Safety Information for Aflibercept in Canada: Evaluation of Risk-Minimization Measures","year":2019,"lang":"en","type":"article","venue":"Pharmaceutical Medicine","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bayer (Canada)","funders":"Bayer","keywords":"Aflibercept; Medicine; Key (lock); Risk analysis (engineering); Intensive care medicine; Risk assessment; Surgery; Computer science; Chemotherapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00595187,0.0003255522,0.000478053,0.001555047,0.001713733,0.0008491393,0.001169127,0.0006281557,0.003683115],"category_scores_gemma":[0.03212691,0.0003344109,0.0006524881,0.002101461,0.0008666872,0.0006845474,0.000866111,0.0006896037,0.0002849808],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02614484,"about_ca_system_score_gemma":0.04563308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8915033,"about_ca_topic_score_gemma":0.9015791,"domain_scores_codex":[0.9933014,0.001205332,0.0006526954,0.0003654058,0.003853962,0.0006212243],"domain_scores_gemma":[0.9620465,0.007469537,0.007724647,0.0005091747,0.01766677,0.00458337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001115578,0.0009749004,0.945956,0.0005623379,0.0001382895,0.0001014593,0.002420848,0.000509189,0.0003515713,0.0001138292,0.002772056,0.04498396],"study_design_scores_gemma":[0.0001245064,0.0007858763,0.9945149,0.0001127539,0.00007250638,0.00005281884,0.001159284,0.001157069,0.0002493171,0.0000240124,0.001723255,0.00002381233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852822,0.001093458,0.0004116174,0.001336738,0.00002585741,0.0009716828,0.001470784,0.00005112824,0.00935639],"genre_scores_gemma":[0.9965801,0.0005005241,0.001150162,0.0002171449,0.00001047889,0.0001608836,0.0005146381,0.000004523212,0.0008616261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9738551,"threshold_uncertainty_score":0.2182712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08479523333586769,"score_gpt":0.3955978097442033,"score_spread":0.3108025764083356,"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."}}