{"id":"W6944098013","doi":"10.17605/osf.io/urj4b","title":"Interventions to address potentially inappropriate prescriptions and over-the-counter medication use among older adults: An evidence synthesis to inform the Canadian Task Force on Preventive Health Care","year":2021,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Psychological intervention; Health care; Task force; MEDLINE; Public health; Alternative medicine; Task (project management)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001997146,0.0002322301,0.0002939169,0.0001625073,0.0006752643,0.0002948809,0.0004995273,0.0001151362,0.01929394],"category_scores_gemma":[0.00957398,0.0001760157,0.0001749044,0.0003291292,0.000130487,0.0007320759,0.0005913475,0.0005492197,0.00842428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004792221,"about_ca_system_score_gemma":0.0005540563,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02729066,"about_ca_topic_score_gemma":0.12206,"domain_scores_codex":[0.9966499,0.0007385698,0.000575109,0.001046679,0.0005621986,0.0004276032],"domain_scores_gemma":[0.9956045,0.0009912287,0.0002350442,0.002009207,0.0003158621,0.0008441944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003668318,0.002361441,0.5421233,0.005713023,0.001551054,0.0001361159,0.1598616,0.001681161,0.001309377,0.003085813,0.02955771,0.248951],"study_design_scores_gemma":[0.0007054268,0.00002697244,0.966528,0.004229694,0.0004063758,0.00003089782,0.003490145,0.0004518524,0.001314985,0.00005646095,0.02247208,0.0002870844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572364,0.00003184764,0.001489773,0.0224073,0.0004295022,0.005304337,0.0001441767,0.00006826378,0.01288836],"genre_scores_gemma":[0.9829292,0.0001330909,0.0004256536,0.005285315,0.0000567524,0.0007342045,0.00004115791,0.00002735251,0.01036726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4244047,"threshold_uncertainty_score":0.9987688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05204241024256315,"score_gpt":0.3649095729511154,"score_spread":0.3128671627085522,"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."}}