{"id":"W2994697428","doi":"10.15273/dmj.vol46no1.9826","title":"The Dalhousie Medical Students’ Society","year":2019,"lang":"en","type":"article","venue":"Dalhousie Medical Journal","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.002621134,0.0006914387,0.0005742211,0.001466681,0.003775053,0.007598516,0.0008524704,0.004041708,0.179761],"category_scores_gemma":[0.005016319,0.0005952885,0.000563994,0.001173867,0.002208592,0.001692001,0.004015801,0.003982489,0.03939545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008014283,"about_ca_system_score_gemma":0.06102271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1465371,"about_ca_topic_score_gemma":0.3328439,"domain_scores_codex":[0.9972004,0.0002548792,0.0002241463,0.0002542787,0.00118982,0.0008764936],"domain_scores_gemma":[0.9891998,0.000613614,0.0004315667,0.0005020323,0.003490139,0.005762868],"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":[0.00007697182,0.0001085684,0.005692628,0.00009509812,0.00001696914,0.0001571472,0.0001647238,0.00006033343,0.0002670612,0.004495029,0.9395069,0.04935859],"study_design_scores_gemma":[0.0000134765,0.00002654787,0.01600441,0.00009089791,0.000004299538,0.00004040218,0.0005757894,0.0000526437,0.00009696965,0.0003172515,0.9827622,0.00001516763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02765826,0.01018045,0.0003686763,0.4250547,0.04253019,0.0001293315,0.004292498,0.0003174193,0.4894685],"genre_scores_gemma":[0.04125562,0.005860022,0.0004989301,0.02292185,0.002958907,0.00005636388,0.001050322,0.00005866335,0.9253393],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.179761,"threshold_uncertainty_score":0.6013604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.023682916232589,"score_gpt":0.4191657736569663,"score_spread":0.3954828574243773,"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."}}