{"id":"W2053522694","doi":"10.1016/j.pec.2010.09.024","title":"Development of a taxonomy of interventions to organise the evidence on consumers’ medicines use","year":2010,"lang":"en","type":"article","venue":"Patient Education and Counseling","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Psychological intervention; Scope (computer science); Systematic review; Taxonomy (biology); Intervention (counseling); Knowledge management; Evidence-based medicine; Public relations; Management science; Medicine; Psychology; MEDLINE; Business; Alternative medicine; Nursing; Computer science; Political science; Engineering","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":[0.04968258,0.001685581,0.003110992,0.01498557,0.002784323,0.005868078,0.003141114,0.003396851,0.006419426],"category_scores_gemma":[0.1118847,0.001356898,0.004565102,0.006670233,0.002343013,0.006691957,0.004243777,0.004594269,0.001221975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009682453,"about_ca_system_score_gemma":0.03491828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008487024,"about_ca_topic_score_gemma":0.01732316,"domain_scores_codex":[0.956015,0.02129048,0.01174074,0.001656295,0.008266757,0.001030704],"domain_scores_gemma":[0.884535,0.06964076,0.01180103,0.007877483,0.02351869,0.002626946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007590074,0.001515601,0.01674562,0.02901507,0.001247184,0.0001412171,0.005906509,0.008113233,0.001622637,0.04371001,0.01216395,0.87906],"study_design_scores_gemma":[0.004723865,0.008210437,0.09590254,0.1468871,0.01082266,0.001162566,0.02889789,0.08269117,0.02048028,0.2850502,0.3143263,0.0008449004],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0765454,0.02431086,0.6676364,0.05325139,0.001576299,0.1023317,0.008585366,0.002728089,0.06303453],"genre_scores_gemma":[0.05088935,0.004147554,0.928788,0.001147218,0.00003644776,0.01330185,0.0009090072,0.00003890867,0.0007416997],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04968258,"threshold_uncertainty_score":0.2627498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04257740253746039,"score_gpt":0.2908724655426194,"score_spread":0.248295063005159,"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."}}