{"id":"W2214384670","doi":"","title":"Problem-based learning in undergraduate medical education: can we really implement it in the West African subregion?","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Experiential learning; Problem-based learning; Lifelong learning; Medicine; Medical education; Constructivism (international relations); Value (mathematics); Pedagogy; Mathematics education; Psychology; Political science; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00721577,0.0001995485,0.0003920644,0.0008394271,0.0007985157,0.002427734,0.001129619,0.001249881,0.003936576],"category_scores_gemma":[0.03519125,0.0001578078,0.0002560443,0.001436117,0.001308922,0.002804437,0.00149741,0.001102257,0.0005147441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002209665,"about_ca_system_score_gemma":0.01634955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004808491,"about_ca_topic_score_gemma":0.008787872,"domain_scores_codex":[0.9969553,0.001825574,0.0002658217,0.00008880904,0.0005333826,0.0003310499],"domain_scores_gemma":[0.9866483,0.007231626,0.00200379,0.0004879806,0.002075275,0.001553161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002088197,0.0006220408,0.01448021,0.01807801,0.00005124047,0.0004323345,0.004417415,0.0001738121,0.0007473814,0.004382545,0.009524247,0.9468818],"study_design_scores_gemma":[0.0009185487,0.003052634,0.2093085,0.1373554,0.0005476787,0.004140361,0.07253094,0.001091432,0.004621451,0.02149897,0.5448056,0.0001285324],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.175265,0.5268762,0.004326226,0.2625221,0.00374212,0.0009754885,0.0001950629,0.00007740175,0.02602045],"genre_scores_gemma":[0.5984315,0.3475539,0.02656379,0.02155483,0.000870928,0.001013678,0.0002081814,0.00002784775,0.003775408],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00721577,"threshold_uncertainty_score":0.0381611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03044465100762483,"score_gpt":0.3159994936474784,"score_spread":0.2855548426398536,"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."}}