{"id":"W69700606","doi":"","title":"The role of problem-based learning in the enhancement of allied health education.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Facilitator; Problem-based learning; Premise; TUTOR; Curriculum; Process (computing); Medical education; Psychology; Medicine; Pedagogy; Mathematics education; 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":[0.005030285,0.0004589321,0.0003469579,0.001250219,0.0009136451,0.003818985,0.0008801503,0.00154006,0.005860614],"category_scores_gemma":[0.007833317,0.0001551614,0.000302853,0.001242653,0.003735029,0.002684047,0.002525619,0.001905714,0.0007685983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001419493,"about_ca_system_score_gemma":0.003707505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001565529,"about_ca_topic_score_gemma":0.001998501,"domain_scores_codex":[0.9978865,0.001132993,0.00007998246,0.0001186526,0.0006906223,0.00009131864],"domain_scores_gemma":[0.9945903,0.003779307,0.0004527983,0.0002179785,0.0003878434,0.0005718585],"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":[0.00003742109,0.0002720183,0.00133686,0.002558217,0.00002550137,0.0001027261,0.002246106,0.0002598633,0.0004617075,0.04714656,0.01892761,0.9266254],"study_design_scores_gemma":[0.00009195042,0.0005738828,0.01631489,0.00781251,0.00007493961,0.001928534,0.003883291,0.001899,0.001618434,0.2586949,0.7070459,0.0000615907],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02417384,0.5594336,0.03366555,0.135057,0.004414776,0.0004560465,0.0001243532,0.0003561621,0.2423188],"genre_scores_gemma":[0.3597381,0.4991122,0.07812761,0.02938868,0.005014759,0.0006762469,0.0001521162,0.0001387303,0.02765157],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005860614,"threshold_uncertainty_score":0.02660304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0173895248902832,"score_gpt":0.2811471413016169,"score_spread":0.2637576164113337,"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."}}