{"id":"W2239640460","doi":"10.1111/medu.12893","title":"Preparation for future learning: a missing competency in health professions education?","year":2015,"lang":"en","type":"article","venue":"Medical Education","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":143,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre; University of Toronto","funders":"","keywords":"Context (archaeology); Action (physics); Computer science; Psychology; Knowledge management; Medical education; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.03689559,0.0005455033,0.001506173,0.00177537,0.004884497,0.01141512,0.003834609,0.008057006,0.005554198],"category_scores_gemma":[0.08503544,0.0006921485,0.0006677309,0.00174839,0.02719881,0.01909239,0.01168197,0.01232891,0.001038174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009712901,"about_ca_system_score_gemma":0.04982986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02217718,"about_ca_topic_score_gemma":0.03582009,"domain_scores_codex":[0.973826,0.01339193,0.001935105,0.003158427,0.004923434,0.002765084],"domain_scores_gemma":[0.8747572,0.08884338,0.009539264,0.004143124,0.007750623,0.01496641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001980609,0.0004625685,0.02646733,0.0110757,0.00009626492,0.0009428292,0.06444072,0.0008485419,0.0008428189,0.09629856,0.03697097,0.7613557],"study_design_scores_gemma":[0.0001076448,0.001050353,0.08129059,0.0619253,0.0002513731,0.005005694,0.2219445,0.002948738,0.002103336,0.3928361,0.2300312,0.0005052217],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03515746,0.06290583,0.01223053,0.8763997,0.002788444,0.0001240972,0.00009639604,0.0001201217,0.01017733],"genre_scores_gemma":[0.7733188,0.06901753,0.03067884,0.1220704,0.002449467,0.0004049231,0.0001373277,0.00008425678,0.001838431],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03689559,"threshold_uncertainty_score":0.1951249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05989904382663556,"score_gpt":0.5161937303124573,"score_spread":0.4562946864858217,"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."}}