{"id":"W1869089727","doi":"10.1002/14651858.cd007335.pub2","title":"Interventions to improve question formulation in professional practice and self-directed learning","year":2010,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"Innovations in Medical Education","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute of Population and Public Health; University of Ottawa; Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Psychological intervention; Health care; Competence (human resources); Context (archaeology); Medical education; Psychology; Curriculum; Medicine; Nursing; Social psychology; Pedagogy","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":[0.05689959,0.001243955,0.003952416,0.008243221,0.0007753866,0.003276765,0.002897883,0.00284047,0.0151203],"category_scores_gemma":[0.1789661,0.0008857716,0.005529199,0.006193489,0.001606876,0.00582953,0.00362136,0.003024595,0.0009677552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004583435,"about_ca_system_score_gemma":0.01046254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00232362,"about_ca_topic_score_gemma":0.004294546,"domain_scores_codex":[0.9505473,0.03229355,0.009461919,0.00202275,0.004838899,0.0008355813],"domain_scores_gemma":[0.8086171,0.1621983,0.01996007,0.003188608,0.004568499,0.001467443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002086076,0.001926507,0.001360961,0.4283248,0.002596559,0.00007464636,0.003189206,0.0004965116,0.0006038193,0.00245975,0.004494515,0.5523866],"study_design_scores_gemma":[0.03103668,0.008820077,0.0302659,0.7883525,0.02621701,0.0004676175,0.003890829,0.001907076,0.003168671,0.01143218,0.0942051,0.0002362977],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.09318446,0.7377276,0.0461146,0.02222749,0.004456406,0.06506834,0.002305724,0.001616365,0.02729896],"genre_scores_gemma":[0.3326948,0.3571077,0.2100641,0.01007927,0.001677597,0.08424728,0.001517368,0.0001516365,0.002460202],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05689959,"threshold_uncertainty_score":0.3009174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07113477032454994,"score_gpt":0.4718676261142951,"score_spread":0.4007328557897451,"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."}}