{"id":"W4237766166","doi":"10.21203/rs.3.rs-25430/v1","title":"Medical students’ perceptions of nutrition in medical education and future practice","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Perception; Medical education; Medical practice; Psychology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001987669,0.0001337163,0.0001656313,0.0004597924,0.0006351891,0.001482084,0.0002011545,0.0006592213,0.004794551],"category_scores_gemma":[0.005859239,0.0001308867,0.0002405582,0.000285971,0.0004188174,0.0004358129,0.0008499658,0.0007519023,0.00035828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008773123,"about_ca_system_score_gemma":0.001509655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003155834,"about_ca_topic_score_gemma":0.005133858,"domain_scores_codex":[0.9990096,0.0002886509,0.00006058599,0.00006118645,0.000370648,0.0002093272],"domain_scores_gemma":[0.9948174,0.0008599952,0.00130256,0.00005222459,0.0005038516,0.002463889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001021771,0.0006187908,0.971554,0.00009669708,0.00002588776,0.0002025827,0.004964311,0.00009153812,0.0008190105,0.000123546,0.001323771,0.02007767],"study_design_scores_gemma":[0.00001796879,0.0005852798,0.9836565,0.00009905405,0.00001400998,0.0003004725,0.01180935,0.0002457016,0.0003215445,0.00007734832,0.002860604,0.00001211545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978941,0.0001881447,0.00003638926,0.000747814,0.00001349663,0.000005417108,0.00001998614,0.000002422613,0.001092305],"genre_scores_gemma":[0.9991723,0.0001277191,0.00005771966,0.0002117209,0.000008860853,0.000004300319,0.00001969747,6.657121e-7,0.0003970689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004794551,"threshold_uncertainty_score":0.01603931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1319629373366237,"score_gpt":0.6291917110630736,"score_spread":0.4972287737264499,"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."}}