{"id":"W1517664593","doi":"","title":"What are Canadian Medical Students Learning about Health Informatics","year":2011,"lang":"en","type":"article","venue":"","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital; Dalhousie University","funders":"","keywords":"Curriculum; Health informatics; Informatics; Medical education; Health Administration Informatics; Public health informatics; Business informatics; Medicine; Health education; Nursing; Political science; Psychology; Pedagogy; Public health; HRHIS","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":[0.002736649,0.0002989869,0.0004115755,0.003281701,0.005637764,0.007345527,0.001414993,0.001401267,0.008101892],"category_scores_gemma":[0.01551881,0.0004329062,0.0005650254,0.005278376,0.002334551,0.002187836,0.001836806,0.001839235,0.001003405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03211682,"about_ca_system_score_gemma":0.07091325,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9258453,"about_ca_topic_score_gemma":0.9347796,"domain_scores_codex":[0.99467,0.0003972001,0.0001150032,0.0003632273,0.00284693,0.001607652],"domain_scores_gemma":[0.98402,0.001769559,0.002444409,0.0002381797,0.003745948,0.007781899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001185497,0.0002836709,0.7869536,0.0003536011,0.00005047407,0.0002965592,0.04207934,0.0001702946,0.0007100625,0.001917209,0.02609509,0.1409715],"study_design_scores_gemma":[0.0000233368,0.0001216705,0.8878478,0.0004375892,0.00004065134,0.0002825969,0.06127852,0.000377094,0.0003002971,0.0004785951,0.04872812,0.00008378017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8936558,0.003832387,0.0002609828,0.04168773,0.0001900544,0.0001032987,0.001879325,0.0001070594,0.0582834],"genre_scores_gemma":[0.9865068,0.003853931,0.0004337335,0.003385616,0.00007932551,0.00002323175,0.0007615782,0.00001980216,0.004935952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07415473,"threshold_uncertainty_score":0.233025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08777195694310046,"score_gpt":0.4602344345390265,"score_spread":0.372462477595926,"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."}}