{"id":"W4306845370","doi":"10.26443/mjm.v21i1.1024","title":"Second Postgraduate Nutrition Student Academic Exchange","year":2022,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Medical education; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003115728,0.001142064,0.001230164,0.002641929,0.006562754,0.008143829,0.001688698,0.004329938,0.6335514],"category_scores_gemma":[0.005810619,0.0005053747,0.001130747,0.001564212,0.0006975184,0.002082329,0.008103068,0.003185448,0.2584475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003174964,"about_ca_system_score_gemma":0.01016631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003614067,"about_ca_topic_score_gemma":0.01441329,"domain_scores_codex":[0.99727,0.0003157617,0.00009726939,0.0002718425,0.0008496444,0.001195372],"domain_scores_gemma":[0.9774953,0.0003337695,0.0002494826,0.0005929353,0.003160296,0.01816832],"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":[0.0005862469,0.000932015,0.002092016,0.00008703932,0.00001505761,0.0005237891,0.0003087089,0.00008731535,0.001005224,0.002659475,0.9419547,0.04974836],"study_design_scores_gemma":[0.0001459004,0.000389053,0.01285225,0.00008443288,0.000009404837,0.0003458626,0.002415476,0.0002977013,0.0004747912,0.001558004,0.9814004,0.00002659318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05052391,0.001650934,0.001295405,0.08983564,0.08958447,0.000675968,0.004123123,0.001102246,0.7612083],"genre_scores_gemma":[0.02646919,0.0002900515,0.00032905,0.003736777,0.00301902,0.0001494002,0.000797505,0.0001744364,0.9650345],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6335514,"threshold_uncertainty_score":0.5226945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1307298846988394,"score_gpt":0.4607218847315869,"score_spread":0.3299920000327475,"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."}}