{"id":"W4310938979","doi":"10.1111/medu.15001","title":"Health advocacy among medical learners: Unpacking contextual barriers and affordances","year":2022,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University; McMaster University; University of British Columbia; McMaster University Medical Centre","funders":"Royal College of Physicians and Surgeons of Canada; Faculty of Medicine, University of British Columbia","keywords":"Affordance; Grounded theory; Context (archaeology); Psychology; Pedagogy; Public relations; Sociology; Political science; Qualitative research","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":[0.01676022,0.0004099346,0.0005359486,0.001814421,0.008931351,0.007265835,0.001513789,0.001650338,0.003094669],"category_scores_gemma":[0.02824834,0.0004366382,0.0004675604,0.0008513129,0.01212528,0.005804359,0.0112904,0.002281138,0.0001837201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005225727,"about_ca_system_score_gemma":0.01306094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01126008,"about_ca_topic_score_gemma":0.02148145,"domain_scores_codex":[0.9882383,0.008256019,0.0004683207,0.0006946846,0.001209849,0.00113288],"domain_scores_gemma":[0.9737989,0.02054968,0.00199957,0.0007434404,0.001329965,0.001578356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004626485,0.0001157587,0.04405623,0.0004836256,0.00002309705,0.0005995535,0.9124773,0.0001970293,0.0005773719,0.01254236,0.0005381135,0.02834321],"study_design_scores_gemma":[0.00001511062,0.0001266817,0.01984315,0.001281702,0.00006663233,0.0006440204,0.934939,0.000611467,0.0008736935,0.01137406,0.0301742,0.00005025918],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608987,0.001991809,0.008282618,0.009168818,0.00008448822,0.0001966052,0.00006740248,0.00004257135,0.01926702],"genre_scores_gemma":[0.9957457,0.0004829563,0.002917421,0.0003480356,0.00001203324,0.00007177971,0.0000159224,0.000007851192,0.0003983518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01676022,"threshold_uncertainty_score":0.08863753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01018529103850088,"score_gpt":0.3504009533958976,"score_spread":0.3402156623573967,"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."}}