{"id":"W185333720","doi":"","title":"Problem based learning in medical education: theory, rationale, process and implications for pakistan.","year":2006,"lang":"en","type":"review","venue":"PubMed","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychomotor learning; Cognitive apprenticeship; Problem-based learning; Process (computing); Apprenticeship; Transfer of learning; Cognition; Mathematics education; Computer science; Psychology; Medical education; Knowledge management; Medicine; Artificial intelligence","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":[0.003555005,0.0005324102,0.0009104819,0.002978749,0.0007445464,0.002488465,0.001239467,0.00218404,0.002728174],"category_scores_gemma":[0.005788745,0.0002778262,0.0003749404,0.005496592,0.002561943,0.002586,0.001194238,0.001547216,0.0005476489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003991018,"about_ca_system_score_gemma":0.01460603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005999041,"about_ca_topic_score_gemma":0.01049296,"domain_scores_codex":[0.998763,0.0005458609,0.0001658313,0.00007039905,0.0003961206,0.00005884372],"domain_scores_gemma":[0.9951564,0.003412943,0.0004605551,0.00008091905,0.0007033498,0.0001858968],"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":[0.00004898206,0.0002423101,0.002128529,0.02969343,0.00004382799,0.0008298057,0.002671784,0.0003873521,0.0002087701,0.04271282,0.01379271,0.9072396],"study_design_scores_gemma":[0.00009916277,0.0006241184,0.022301,0.1003011,0.0002217148,0.008097765,0.01842074,0.0009356913,0.0006413781,0.07804756,0.7702115,0.00009827113],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001378543,0.9829726,0.001338252,0.007450909,0.0005595349,0.0001473819,0.00003310277,0.000009826664,0.006109876],"genre_scores_gemma":[0.02638412,0.9651012,0.004884282,0.001637987,0.0002212678,0.0002880078,0.00004106082,0.000002855761,0.001439239],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005999041,"threshold_uncertainty_score":0.02895701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04564910521408627,"score_gpt":0.3925450291195084,"score_spread":0.3468959239054221,"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."}}