{"id":"W2807093725","doi":"10.1186/s12913-018-3251-2","title":"Comparing the application of two theoretical frameworks to describe determinants of adverse medical device event reporting: secondary analysis of qualitative interview data","year":2018,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Pharmacovigilance and Adverse Drug Reactions","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Women's College Hospital","funders":"","keywords":"Psychological intervention; Nursing research; Health informatics; CLARITY; Medicine; Qualitative research; Health administration; Incentive; Intervention (counseling); Public health; Audit; Applied psychology; Medical education; Psychology; Nursing; Accounting","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08005473,0.0007402008,0.000763009,0.006775572,0.002702853,0.003610679,0.001920795,0.001025394,0.002581458],"category_scores_gemma":[0.1537938,0.0006488387,0.0009320848,0.006615503,0.005427571,0.005266807,0.005949165,0.002031303,0.0003677054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01319499,"about_ca_system_score_gemma":0.01192828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01505457,"about_ca_topic_score_gemma":0.01337794,"domain_scores_codex":[0.9425114,0.04508839,0.002886882,0.002140467,0.004637445,0.002735312],"domain_scores_gemma":[0.8135038,0.1511547,0.009918313,0.004570858,0.0196514,0.001200922],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001379405,0.00009715617,0.02248575,0.001416141,0.00003317646,0.000147197,0.9389342,0.0003583478,0.001006286,0.006613406,0.000893504,0.02787694],"study_design_scores_gemma":[0.0000538659,0.0001510267,0.02723272,0.001786656,0.00004046808,0.0001259656,0.9523902,0.00260814,0.001457178,0.005949484,0.00815215,0.00005212663],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9171242,0.0006110432,0.0592037,0.002322047,0.00007944232,0.00712571,0.00213973,0.00007588664,0.0113182],"genre_scores_gemma":[0.9469227,0.0004560194,0.03500393,0.0006236078,0.00001726195,0.01449163,0.001081922,0.00006174872,0.001341126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9199452,"threshold_uncertainty_score":0.423375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5083180201228603,"score_gpt":0.6716423895987035,"score_spread":0.1633243694758432,"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."}}