{"id":"W2012539549","doi":"10.12968/bjom.2009.17.1.37672","title":"Problem-based learning in a Canadian midwifery programme","year":2009,"lang":"en","type":"article","venue":"British Journal of Midwifery","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Class (philosophy); Problem-based learning; Medical education; Mathematics education; Obstetrics; Psychology; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005036026,0.0001394798,0.0003298399,0.0005304484,0.0005923648,0.0003526568,0.0003932623,0.0002021642,0.0002017403],"category_scores_gemma":[0.001329334,0.0001756216,0.0001718355,0.000766293,0.000121756,0.0004913435,0.000009306065,0.001123449,0.00001401836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004943235,"about_ca_system_score_gemma":0.004324249,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2924578,"about_ca_topic_score_gemma":0.5393,"domain_scores_codex":[0.9968633,0.0007160769,0.0006153719,0.0001952122,0.0005527965,0.001057244],"domain_scores_gemma":[0.9985048,0.0001590108,0.0003271275,0.00007577612,0.0002698087,0.0006635011],"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":[0.00009744589,0.0002603293,0.07604166,0.0000411342,0.00002301501,0.003620893,0.003700762,0.002229091,0.0001308105,0.0009766374,0.003143303,0.9097349],"study_design_scores_gemma":[0.002944119,0.0009800424,0.09246937,0.002704202,0.00004700809,0.0008630794,0.003087013,0.0002372963,0.0000908715,0.00371296,0.8920562,0.0008078102],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8979108,0.01266089,0.0003722709,0.01656644,0.0006534159,0.0009425274,0.000007490596,0.0001797821,0.07070641],"genre_scores_gemma":[0.99435,0.0004663253,0.003165337,0.001030867,0.0003835992,0.000005447595,0.000004321033,0.00001696217,0.0005771841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9089271,"threshold_uncertainty_score":0.7671032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.016795680713957,"score_gpt":0.2753322276386324,"score_spread":0.2585365469246754,"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."}}