{"id":"W2306761346","doi":"","title":"Evidence Brief: Addressing Overuse of Health Services in Canada","year":2015,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Business; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01852022,0.0007432143,0.001492697,0.006378576,0.004277179,0.006611862,0.002236458,0.00499198,0.003194859],"category_scores_gemma":[0.07310877,0.0007986242,0.0018391,0.007831223,0.001784348,0.002401028,0.002770761,0.004390475,0.0003668306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09593826,"about_ca_system_score_gemma":0.3225486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9122007,"about_ca_topic_score_gemma":0.9739515,"domain_scores_codex":[0.9822906,0.00307263,0.003888075,0.0004339122,0.008540263,0.001774489],"domain_scores_gemma":[0.9025797,0.02900625,0.006982807,0.0007654444,0.0531525,0.007513402],"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":[0.0005255534,0.0002734235,0.01590881,0.1434033,0.0009835166,0.001044144,0.004641643,0.00152782,0.0009047308,0.006352329,0.505201,0.3192336],"study_design_scores_gemma":[0.0003522037,0.0006368602,0.08814956,0.2635725,0.003018075,0.0003857547,0.008740196,0.0005649406,0.0008316329,0.002402754,0.6311005,0.0002450293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01335465,0.4946784,0.0007285335,0.4354296,0.01193851,0.004270869,0.0123149,0.00008358559,0.02720092],"genre_scores_gemma":[0.1650984,0.6350839,0.007745294,0.1677956,0.004650329,0.002890079,0.006796023,0.00003780923,0.009902721],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09593826,"threshold_uncertainty_score":0.696084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5348316575151815,"score_gpt":0.4420739707140672,"score_spread":0.09275768680111429,"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."}}