{"id":"W2800995653","doi":"10.1016/s0016-5085(18)31806-7","title":"Su1050 - Implementing Resource Stewardship Into Undergraduate Medial Education: Choosing Wisely Canada","year":2018,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Radiology practices and education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Stewardship (theology); Resource (disambiguation); Business; Engineering management; Medical education; Knowledge management; Medicine; Computer science; Political science; Engineering","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":[0.01810308,0.0005713816,0.0006891688,0.00151754,0.0121736,0.01127754,0.003867621,0.005679002,0.01638695],"category_scores_gemma":[0.03959212,0.0007376999,0.001108062,0.001721733,0.004095319,0.00368378,0.009582466,0.008918533,0.002647001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07117269,"about_ca_system_score_gemma":0.5403363,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8010252,"about_ca_topic_score_gemma":0.9634598,"domain_scores_codex":[0.9753364,0.005212979,0.0008852549,0.001211261,0.006600462,0.01075358],"domain_scores_gemma":[0.8470443,0.00574828,0.003516423,0.001604839,0.02965443,0.1124318],"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":[0.001457857,0.002223538,0.1373979,0.0006306469,0.0003122813,0.0006924346,0.00361233,0.001820076,0.002610063,0.02277816,0.4501573,0.3763073],"study_design_scores_gemma":[0.001901995,0.003651609,0.2050253,0.004605794,0.0005840758,0.0008207337,0.03133178,0.005023111,0.007023149,0.0163112,0.7231491,0.0005721711],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1393349,0.003420657,0.003148677,0.7580323,0.005731638,0.0008165975,0.0006275471,0.0008555473,0.08803208],"genre_scores_gemma":[0.7265843,0.003405565,0.02687846,0.1990021,0.0009798597,0.0005336133,0.0008318155,0.0005804145,0.04120384],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1989748,"threshold_uncertainty_score":0.5163964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01165003239555857,"score_gpt":0.2942592788413029,"score_spread":0.2826092464457444,"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."}}