{"id":"W2784202917","doi":"10.24377/dteij.article1481","title":"Problem Based Learning: Developing competency in knowledge integration in health design","year":2023,"lang":"en","type":"article","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Empathy and Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design; Beef Farmers of Ontario","funders":"","keywords":"Process (computing); Stakeholder; Context (archaeology); Psychology; Knowledge management; Representation (politics); Computer science; Public relations; Political science","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":[0.03272383,0.001219836,0.0006152047,0.002275235,0.002497034,0.008686068,0.003184979,0.003056052,0.007279423],"category_scores_gemma":[0.06139143,0.0008128842,0.001211787,0.001187421,0.008348922,0.008439392,0.01203827,0.005148476,0.002358575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003922846,"about_ca_system_score_gemma":0.01121162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001812218,"about_ca_topic_score_gemma":0.002054136,"domain_scores_codex":[0.9759478,0.01711847,0.001158953,0.001998235,0.002918624,0.0008577784],"domain_scores_gemma":[0.9270076,0.05827918,0.001779288,0.005910072,0.004797817,0.002225959],"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":[0.0001100232,0.00273172,0.008996869,0.00282276,0.000092743,0.0007173555,0.1616191,0.01171716,0.007871436,0.2825029,0.01740112,0.5034168],"study_design_scores_gemma":[0.0001765562,0.0008929147,0.003629415,0.004968435,0.00008666729,0.001795222,0.05370105,0.04676411,0.01791357,0.5773562,0.2925324,0.0001834872],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06744238,0.0005205644,0.8507414,0.009847477,0.0001673769,0.002048909,0.000112759,0.0007784823,0.06834054],"genre_scores_gemma":[0.1983954,0.0005589736,0.7910827,0.001298062,0.00003645925,0.001575049,0.0002713977,0.0002015728,0.00658042],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03272383,"threshold_uncertainty_score":0.1730622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1550391308546381,"score_gpt":0.3870146694199738,"score_spread":0.2319755385653357,"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."}}