{"id":"W2606982771","doi":"10.1093/pch/pxx027","title":"Making it easier to ‘choose wisely’","year":2017,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Privilege (computing); Health care; Medicine; Nursing; Medical education; Public relations; Political science; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.03264436,0.0009139899,0.001256993,0.001328422,0.008197449,0.01008618,0.003068215,0.03168616,0.0137375],"category_scores_gemma":[0.1572912,0.0008405101,0.001636226,0.0009603845,0.02495143,0.01374053,0.00688482,0.05124585,0.004871576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009221473,"about_ca_system_score_gemma":0.02061303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02223089,"about_ca_topic_score_gemma":0.05408178,"domain_scores_codex":[0.9444016,0.03135855,0.003966578,0.002925166,0.01380135,0.003546636],"domain_scores_gemma":[0.8124419,0.1378692,0.01118001,0.002873608,0.02103267,0.0146025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000020734,0.00002373241,0.0004477461,0.0003221957,0.00002335358,0.0002980559,0.004065556,0.00005187206,0.0001149384,0.02988747,0.9456652,0.0190791],"study_design_scores_gemma":[0.00002867182,0.00003134536,0.0007136168,0.001867705,0.00002562964,0.0003769288,0.004749502,0.00008397298,0.000186651,0.0147292,0.9771268,0.00008000441],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003627528,0.003329446,0.0006020517,0.9773785,0.01162065,0.00001049568,0.00001977823,0.00002415345,0.00665225],"genre_scores_gemma":[0.00902968,0.003738967,0.001619814,0.9717821,0.008672313,0.00004679446,0.00002267542,0.0000683661,0.005019272],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03264436,"threshold_uncertainty_score":0.1726419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5705868995032686,"score_gpt":0.5711896670346298,"score_spread":0.0006027675313612368,"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."}}