{"id":"W4223495894","doi":"10.3389/fnut.2022.845030","title":"Implementation of a Case Presentation Program for Clinical Nutrition Students","year":2022,"lang":"en","type":"article","venue":"Frontiers in Nutrition","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Shahid Beheshti University of Medical Sciences","keywords":"Presentation (obstetrics); Internship; Medical education; Specialty; Medicine; Psychology; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002371661,0.00008973068,0.0002770094,0.0002795558,0.0008164655,0.000008758178,0.000130792,0.0001190918,0.0002271516],"category_scores_gemma":[0.00009101396,0.0001093185,0.00008391991,0.0003218832,0.00003599004,0.0003396974,0.0000822351,0.0005029258,0.00000423967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003173278,"about_ca_system_score_gemma":0.0001418757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005520033,"about_ca_topic_score_gemma":0.0007100858,"domain_scores_codex":[0.9965885,0.001472852,0.001023749,0.0002624928,0.0003342856,0.0003181094],"domain_scores_gemma":[0.998556,0.0004424772,0.0006318668,0.0001455067,0.0001585765,0.0000656307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001525002,0.006220589,0.6912407,0.007910688,0.00004891208,0.0000399431,0.003191159,0.000003969546,0.00001657077,0.0002844661,0.2567398,0.03277812],"study_design_scores_gemma":[0.05121928,0.00589837,0.1331347,0.00112264,0.0002782955,0.00005307826,0.3990055,0.001844479,0.0001160277,0.01405972,0.3927701,0.0004977654],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779258,0.001322482,0.003603389,0.001066349,0.002863748,0.01274531,0.0002953091,0.00007275194,0.0001049064],"genre_scores_gemma":[0.8983784,0.005160778,0.06243912,0.0005486931,0.0007660731,0.03132381,0.001148629,0.00003753118,0.0001969947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5581061,"threshold_uncertainty_score":0.6279675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1374803304847803,"score_gpt":0.605872793249947,"score_spread":0.4683924627651667,"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."}}