{"id":"W7111152191","doi":"10.3109/0142","title":"Technology-enabled assessment of health professions education: Consensus statement and recommendations from the Ottawa 2010 conference","year":2011,"lang":"en","type":"review","venue":"UWA Profiles and Research Repository (UWA)","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Statement (logic); Health professions; Health care; MEDLINE; Primary care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003564283,0.0002756992,0.001008869,0.0005377867,0.001084633,0.00006377121,0.0002993274,0.0004016775,0.0001552994],"category_scores_gemma":[0.0008047111,0.0001693042,0.00007496216,0.0008724803,0.001129012,0.00005306703,0.0002837665,0.001959241,0.000005351227],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003218885,"about_ca_system_score_gemma":0.009707958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006370053,"about_ca_topic_score_gemma":0.000002012537,"domain_scores_codex":[0.9956996,0.001307042,0.001397426,0.0005814346,0.0005917773,0.0004227517],"domain_scores_gemma":[0.9961209,0.000598864,0.0008429633,0.0009021054,0.001373627,0.0001615823],"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":[0.000006616704,0.0005674722,0.0005806202,0.007676282,0.0002328909,0.000002859812,0.0006113313,5.789819e-9,0.00004173865,0.01524014,0.1336272,0.8414128],"study_design_scores_gemma":[0.0002939985,0.0003065831,0.001437708,0.02101274,0.000211828,0.00008400624,0.007765035,0.00002043368,0.000138395,0.000815576,0.9677474,0.0001662664],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001288778,0.9537728,0.00007844721,0.03493952,0.001429261,0.005058789,0.00009270219,0.00005170221,0.003287992],"genre_scores_gemma":[0.001464159,0.977221,0.01065471,0.0001355771,0.0003104741,0.001800751,0.0006348729,0.00004028969,0.007738216],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8412465,"threshold_uncertainty_score":0.9959061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1518023180427836,"score_gpt":0.5017074999376812,"score_spread":0.3499051818948976,"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."}}