{"id":"W2982044343","doi":"10.5203/jcanpa.v1i3.778","title":"University of Manitoba MPAS Class 2019 Student Capstone Abstracts","year":2019,"lang":"en","type":"article","venue":"UMANOJS","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Capstone; Class (philosophy); Medical education; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.007916315,0.001063041,0.0009517492,0.003990603,0.003119955,0.004787557,0.002090081,0.001618222,0.2917072],"category_scores_gemma":[0.01632134,0.0007709853,0.0006862764,0.0033263,0.0008659434,0.001265344,0.003037161,0.001347941,0.1042301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01169491,"about_ca_system_score_gemma":0.04019881,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09426749,"about_ca_topic_score_gemma":0.2637522,"domain_scores_codex":[0.9959106,0.0003832858,0.0001893821,0.0001419868,0.003026533,0.0003482022],"domain_scores_gemma":[0.9613614,0.0008382383,0.001157869,0.0005032253,0.0302523,0.005886979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006024988,0.00006016398,0.000625441,0.0007356544,0.00001088232,0.0000778044,0.0001815165,0.00003437922,0.0004948523,0.0003936506,0.9440659,0.05325954],"study_design_scores_gemma":[0.00001993994,0.00006343662,0.00532837,0.0009281872,0.00001004289,0.00006465239,0.0004037375,0.00003083618,0.0002994675,0.0001755072,0.9926617,0.00001408678],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01402048,0.1026362,0.002353193,0.101232,0.1113667,0.00305489,0.01488212,0.001291059,0.6491633],"genre_scores_gemma":[0.02264448,0.05830688,0.00159501,0.008532577,0.00747632,0.001375617,0.007537966,0.0002503029,0.8922809],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9057325,"threshold_uncertainty_score":0.9758577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03327836948511335,"score_gpt":0.3816475183807254,"score_spread":0.348369148895612,"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."}}