{"id":"W6986621470","doi":"","title":"Profiling the University of British Columbia Doctor of Medicine undergraduate students’ physical activity knowledge, attitudes, and health behaviours","year":2021,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physical activity; Public health; Profiling (computer programming); Population; Alternative medicine; Health care; Behavioural sciences; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.0007143295,0.0001757566,0.0002219935,0.001173532,0.001054151,0.0008854906,0.0004775579,0.0003285169,0.004094396],"category_scores_gemma":[0.002813291,0.000233117,0.0001288421,0.001527801,0.0002830971,0.0002010398,0.0007477205,0.0005511483,0.0008703397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003022986,"about_ca_system_score_gemma":0.005640058,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5132698,"about_ca_topic_score_gemma":0.7502033,"domain_scores_codex":[0.9992866,0.00008792429,0.00005369125,0.0000700769,0.0002886759,0.0002130185],"domain_scores_gemma":[0.9975888,0.0001475236,0.0003293391,0.00004784332,0.000877963,0.001008561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004801106,0.0001880302,0.978132,0.00005151935,0.000007587837,0.00005880833,0.001374235,0.00002942121,0.0005385613,0.00003056732,0.003035708,0.01650543],"study_design_scores_gemma":[0.000003272357,0.00005084086,0.9968153,0.00002187049,0.000003333193,0.00004065877,0.00115837,0.00007005989,0.00007353222,0.000006050635,0.0017528,0.00000392175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948593,0.0002264385,0.00008248907,0.0004153929,0.00001167143,0.00009428196,0.0009640419,0.000007682263,0.003338679],"genre_scores_gemma":[0.9939293,0.0005652395,0.0005662889,0.0004323001,0.00001517708,0.0001046077,0.0008938531,0.000003828648,0.003489569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5132698,"threshold_uncertainty_score":0.9791933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03060079057764296,"score_gpt":0.3149123512646203,"score_spread":0.2843115606869773,"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."}}