{"id":"W3144134235","doi":"10.1002/jppr.1713","title":"Engaging general practice and patients with AusTAPER, a pharmacist facilitated web‐based deprescribing tool","year":2021,"lang":"en","type":"article","venue":"Journal of Pharmacy Practice and Research","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"RACGP Foundation; Royal Australian College of General Practitioners","keywords":"Deprescribing; Medicine; Pharmacist; Thematic analysis; Qualitative research; Nursing; Global Positioning System; Family medicine; Pharmacy; Polypharmacy; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.009166998,0.0002978531,0.0004740741,0.0005285655,0.002416006,0.002604393,0.0009618519,0.001350381,0.005782003],"category_scores_gemma":[0.02068277,0.0004272971,0.000426546,0.0006034289,0.002631903,0.002370046,0.004098722,0.001548367,0.0008361744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00136578,"about_ca_system_score_gemma":0.002501591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001790256,"about_ca_topic_score_gemma":0.004774441,"domain_scores_codex":[0.9864807,0.01126865,0.000422136,0.0003890281,0.0007905157,0.0006489014],"domain_scores_gemma":[0.9688888,0.02436682,0.002541514,0.001155981,0.001024588,0.002022375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006057369,0.0009016283,0.02530832,0.002335753,0.00007006105,0.00481037,0.7813612,0.0002082441,0.004507301,0.001241432,0.008581622,0.1700684],"study_design_scores_gemma":[0.0004351679,0.004284857,0.03943841,0.002202002,0.0001573513,0.007152361,0.7796426,0.0008944768,0.002866174,0.001693516,0.1610052,0.0002279139],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762484,0.0009426631,0.004098227,0.006783645,0.000109216,0.0004428071,0.0001928466,0.0001081,0.01107408],"genre_scores_gemma":[0.9819609,0.0009367156,0.009235522,0.003432379,0.00009361324,0.0004246031,0.00006190574,0.00003816762,0.003816293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009166998,"threshold_uncertainty_score":0.04848033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3966006395747604,"score_gpt":0.5569714961590516,"score_spread":0.1603708565842912,"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."}}