{"id":"W4360620777","doi":"10.33137/utmj.v100i1.39410","title":"Health literacy awareness among Canadian surgeons","year":2023,"lang":"en","type":"article","venue":"University of Toronto Medical Journal","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Health literacy; Medicine; Literacy; Health care; Family medicine; Medical education; Nursing; Psychology; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001108825,0.0002183757,0.0002657566,0.001781633,0.002933534,0.001528791,0.000677599,0.0003959511,0.004693992],"category_scores_gemma":[0.008009811,0.0002362869,0.0004959681,0.002964586,0.0009509049,0.0004176124,0.0009957337,0.0007216972,0.0002715114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01941479,"about_ca_system_score_gemma":0.04395419,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.976135,"about_ca_topic_score_gemma":0.9840946,"domain_scores_codex":[0.9982218,0.0001028919,0.0001053387,0.0001258253,0.0008468618,0.0005972423],"domain_scores_gemma":[0.994439,0.0006647813,0.001085754,0.00008502349,0.00240944,0.001315988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004699549,0.00005942339,0.9606996,0.0001509517,0.00002953173,0.0002239772,0.01050216,0.0000600063,0.0003156857,0.0001678861,0.005001806,0.02274193],"study_design_scores_gemma":[0.000005472471,0.00004298464,0.9868933,0.0001044901,0.00001966575,0.0001656195,0.009108188,0.00009942881,0.00008369912,0.00003163346,0.00342098,0.00002457466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845649,0.000723894,0.0000555353,0.002065122,0.00003298697,0.00004497034,0.00121593,0.000011355,0.01128526],"genre_scores_gemma":[0.9971711,0.0008848771,0.000107038,0.0005075951,0.00001477196,0.00001694401,0.0004179184,0.000003155368,0.0008766375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02386504,"threshold_uncertainty_score":0.1408648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03205866590737282,"score_gpt":0.3976323051040479,"score_spread":0.3655736391966751,"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."}}