{"id":"W3117282846","doi":"10.4103/cjrm.cjrm_83_20","title":"Choosing Wisely Canada: Rural medicine list of recommendations","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Rural Medicine","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"NOSM University; Queen's University","funders":"","keywords":"Medicine; Alternative medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002596762,0.0002350457,0.0009400377,0.0003328892,0.0006249626,0.000005207864,0.0004990238,0.0001607677,0.005649833],"category_scores_gemma":[0.01591643,0.0001795052,0.00006245791,0.0007015356,0.0004028979,0.0003354133,0.00002840296,0.001803752,0.0000137119],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001128745,"about_ca_system_score_gemma":0.01595549,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9534204,"about_ca_topic_score_gemma":0.9720629,"domain_scores_codex":[0.9949522,0.001317916,0.002210549,0.0001298775,0.0006659571,0.0007235043],"domain_scores_gemma":[0.9909493,0.001716334,0.001877919,0.000262478,0.001888455,0.003305547],"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":[0.0001041772,0.000008145256,0.05689028,0.0005116743,0.0001068758,0.0001661124,0.01884992,0.000004438723,0.0005168291,0.001087504,0.9092191,0.01253492],"study_design_scores_gemma":[0.003421021,0.001175791,0.04345027,0.007385878,0.00024764,0.00013348,0.1588089,0.00005311196,0.00003096208,0.0003986857,0.7845948,0.0002994774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1689769,0.00365159,0.00009926133,0.8199531,0.004055408,0.000352986,0.0000737986,0.00001194241,0.00282493],"genre_scores_gemma":[0.9257267,0.0003848319,0.0001597772,0.06923714,0.004103884,0.000004314712,0.00004474029,0.00003430033,0.0003043573],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7567497,"threshold_uncertainty_score":0.9952592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5398133868046449,"score_gpt":0.5115953849158322,"score_spread":0.02821800188881263,"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."}}