{"id":"W2810538601","doi":"10.1136/bmjopen-2018-021727","title":"Health system costs of potentially inappropriate prescribing in Ontario, Canada: a protocol for a population-based cohort study","year":2018,"lang":"en","type":"article","venue":"BMJ Open","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Ottawa Hospital; Bruyère; University of Ottawa","funders":"Canadian Institutes of Health Research; University of Ottawa","keywords":"Medicine; Protocol (science); Epidemiology; Public health; Cohort study; Health services research; Cohort; Family medicine; Population health; Environmental health; Population; Health economics; Alternative medicine; Nursing; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01888349,0.002338274,0.00259,0.004826285,0.005973941,0.002967003,0.004116987,0.001985383,0.02351376],"category_scores_gemma":[0.02108843,0.00233316,0.005071166,0.008987994,0.001741671,0.001303948,0.002027067,0.002315893,0.002285942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05587069,"about_ca_system_score_gemma":0.1234781,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7610686,"about_ca_topic_score_gemma":0.8277473,"domain_scores_codex":[0.9890298,0.003590421,0.002485219,0.001092071,0.002181914,0.001620504],"domain_scores_gemma":[0.9837865,0.001861617,0.00254506,0.001561908,0.009070622,0.001174319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.07196604,0.01722583,0.3048333,0.0419559,0.004738682,0.003477583,0.01590451,0.02096434,0.003013265,0.02243696,0.3571897,0.1362939],"study_design_scores_gemma":[0.04667586,0.005445765,0.6998914,0.0104782,0.00165104,0.0003457356,0.005121169,0.008950682,0.001088968,0.003612439,0.2160921,0.0006465517],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01422524,0.0002885958,0.002031707,0.0003016635,0.00007864425,0.9224651,0.05696237,0.00006664445,0.003580126],"genre_scores_gemma":[0.01696975,0.0003422138,0.004989138,0.0001926404,0.00002970732,0.9649384,0.01149763,0.00001013022,0.001030398],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2389314,"threshold_uncertainty_score":0.4806769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2063270736960364,"score_gpt":0.4793645552050488,"score_spread":0.2730374815090124,"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."}}