{"id":"W2231436797","doi":"10.36834/cmej.36665","title":"The importance of health advocacy in Canadian postgraduate medical education: current attitudes and issues","year":2015,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"CLARITY; Medical education; Medicine; Health care; Political science; Public relations; Nursing","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":[0.03275897,0.0003040844,0.0008428218,0.004902474,0.01336782,0.01197267,0.003114219,0.003560057,0.005738582],"category_scores_gemma":[0.08332881,0.0006082933,0.0005457852,0.008821497,0.0118723,0.005310797,0.00561394,0.005599284,0.0002826942],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08474373,"about_ca_system_score_gemma":0.2528933,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9036897,"about_ca_topic_score_gemma":0.9432907,"domain_scores_codex":[0.9796746,0.003471891,0.001563312,0.0009687343,0.01165597,0.002665467],"domain_scores_gemma":[0.8856929,0.04544932,0.01113771,0.001128577,0.03449102,0.0221005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001169624,0.000317253,0.1274754,0.01434807,0.0001220309,0.001650225,0.1884964,0.0002930679,0.000706615,0.03197469,0.08621425,0.5482851],"study_design_scores_gemma":[0.00005020934,0.0001717176,0.2170568,0.02971047,0.0001655584,0.001671985,0.4044485,0.0005682474,0.0004337351,0.009979158,0.3354954,0.0002481201],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1299762,0.1670367,0.000814105,0.6460072,0.002212856,0.0001222596,0.0004621401,0.00005102817,0.05331743],"genre_scores_gemma":[0.8281664,0.1281134,0.003230411,0.03728874,0.0006233042,0.00007121525,0.0002281737,0.00002920377,0.002249064],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9152563,"threshold_uncertainty_score":0.6148617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05205205279338446,"score_gpt":0.4698134237341715,"score_spread":0.417761370940787,"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."}}