{"id":"W4245620904","doi":"10.21203/rs.3.rs-22869/v2","title":"Development and evaluation of an evidence-based medicine module in the undergraduate medical curriculum","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta; McMaster University","keywords":"Curriculum; Medical education; Statistical significance; Competence (human resources); Test (biology); Medicine; Critical appraisal; Psychology; Evidence-based medicine; Alternative medicine; Internal medicine; Pedagogy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.009911573,0.0006736831,0.0009360554,0.001258416,0.0004739237,0.0007470847,0.001188302,0.0006493921,0.00348453],"category_scores_gemma":[0.02209927,0.0004328582,0.000931072,0.0005441484,0.0002265059,0.0005863184,0.001303167,0.0007409086,0.000921932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000972688,"about_ca_system_score_gemma":0.00304092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003434634,"about_ca_topic_score_gemma":0.000806099,"domain_scores_codex":[0.9959305,0.001927978,0.0004376489,0.0003532493,0.001034739,0.0003159324],"domain_scores_gemma":[0.9870766,0.004977218,0.001653751,0.0006445348,0.003458539,0.002189483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003584279,0.08364583,0.0587891,0.002363438,0.0002665514,0.0002735223,0.004049897,0.001998095,0.02323618,0.0002648881,0.003911512,0.8176168],"study_design_scores_gemma":[0.00466992,0.1586751,0.7557365,0.002395669,0.0009294209,0.0006758492,0.003156865,0.008915147,0.04323456,0.000630899,0.02077354,0.0002066414],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9874842,0.00025968,0.003668539,0.0002792653,0.0001182186,0.005579046,0.0001801262,0.0001406183,0.002290446],"genre_scores_gemma":[0.9231445,0.0007092804,0.06285721,0.0003098926,0.000129406,0.00838435,0.000690724,0.00002925369,0.003745214],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.009911573,"threshold_uncertainty_score":0.05241799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6023577376407343,"score_gpt":0.6438841799066374,"score_spread":0.04152644226590307,"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."}}